├── dtm.conf
├── CMakeLists.txt
├── alias_samples.h
├── README.md
├── dtm.h
├── main.cpp
├── alias_samples.cpp
├── dtm.cpp
└── NIPS_data
    └── vocabulary_file.txt


/dtm.conf:
--------------------------------------------------------------------------------
1 | NIPS_data/vocabulary_file.txt
2 | NIPS_data/1990.txt
3 | NIPS_data/1991.txt
4 | NIPS_data/1992.txt
5 | NIPS_data/1993.txt
6 | NIPS_data/1994.txt
7 | NIPS_data/1995.txt
8 | NIPS_data/1996.txt
9 | 


--------------------------------------------------------------------------------
/CMakeLists.txt:
--------------------------------------------------------------------------------
 1 | project(FastDTM)
 2 | 
 3 | # set path to your Eigen installation here
 4 | include_directories("/usr/local/eigen/3.2.8")
 5 | 
 6 | cmake_minimum_required(VERSION 3.5)
 7 | set(CMAKE_CXX_STANDARD 11)
 8 | 
 9 | set(SOURCE_FILES main.cpp dtm.cpp alias_samples.cpp)
10 | 
11 | add_executable(FastDTM ${SOURCE_FILES})
12 | 


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/alias_samples.h:
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 1 | //
 2 | // Created by Arnie on 2017-01-15.
 3 | //
 4 | #include <queue>
 5 | #include <vector>
 6 | #include <iostream>
 7 | #include <cmath>
 8 | #include <limits>
 9 | #include <algorithm>
10 | #include <random>
11 | #include <Eigen/Dense>
12 | using namespace std;
13 | using namespace Eigen;
14 | 
15 | #ifndef MAIN_ALIAS_SAMPLES_H
16 | #define MAIN_ALIAS_SAMPLES_H
17 | 
18 | typedef pair<size_t, float> AliasPair;
19 | typedef pair<AliasPair, size_t> AliasTableCell;
20 | 
21 | class AliasSamples {
22 |  private:
23 |   vector<AliasTableCell> table;
24 | 
25 |  public:
26 |   AliasSamples(const VectorXf &prob);
27 |   vector<size_t> get_samples(size_t num_samples) const;
28 | 
29 | };
30 | 
31 | 
32 | #endif //MAIN_ALIAS_SAMPLES_H
33 | 


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/README.md:
--------------------------------------------------------------------------------
 1 | # FastDTM
 2 | Repo for MCMC based Dynamic Topic Model.
 3 | 
 4 | This code has Eigen dependency. Before running this code, please make sure you update the CMakeLists to include the Eigen directory. All of this research was done at Tsinghua University in the [TSAIL](http://ml.cs.tsinghua.edu.cn/) group.
 5 | 
 6 | ### To-do list
 7 | 
 8 | - [ ] Multithreaded implementation.
 9 | - [ ] Create Python wrapper for the code for easier usage.
10 | - [ ] Create a DTM python module that can be easily pip installed.
11 | 
12 | ### License
13 | <p>MIT</p>
14 | 
15 | ### Reference
16 | 
17 | If you find this implementation useful, please cite:
18 | A Bhadury, J Chen, J Zhu, and Shixia Liu. Scaling up Dynamic Topic Models. In Proceedings of
19 | the 25th International Conference on the World Wide Web, 2016. <https://arxiv.org/pdf/1602.06049.pdf>
20 | 


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/dtm.h:
--------------------------------------------------------------------------------
 1 | //
 2 | // Created by Arnie on 2016-11-15.
 3 | //
 4 | 
 5 | #ifndef DYNAMICTOPICMODELS_DTM_H
 6 | #define DYNAMICTOPICMODELS_DTM_H
 7 | 
 8 | 
 9 | #include <vector>
10 | #include <string>
11 | #include <random>
12 | #include <algorithm>
13 | #include <iostream>
14 | #include <cmath>
15 | #include <Eigen/Dense>
16 | #include "alias_samples.h"
17 | 
18 | using namespace std;
19 | using namespace Eigen;
20 | 
21 | class DTM {
22 |  public:
23 |   DTM(const vector<vector<vector<size_t>>> &data, const vector<string> &
24 |   dictionary,
25 |       size_t num_topics, float sgld_a, float sgld_b, float sgld_c,
26 |       float dtm_phi_var, float dtm_eta_var, float dtm_alpha_var);
27 |   void initialize(bool init_with_lda);
28 |   void estimate(size_t num_iters);
29 |   void save_data(string dir);
30 |   void diagnosis(size_t t);
31 |   void build_alias_table(size_t t, size_t w);
32 | 
33 |  private:
34 |   vector<vector<vector<size_t>>> W;  // data
35 |   vector<vector<vector<size_t>>> Z;  // topic indices
36 | 
37 |   vector<vector<vector<size_t>>> term_alias_samples;
38 |   vector<vector<size_t>> sample_indices;
39 | 
40 |   vector<MatrixXf> CDK;
41 |   vector<MatrixXf> CWK;
42 |   MatrixXf CK;
43 | 
44 |   vector<MatrixXf> phi;
45 |   vector<MatrixXf> eta;
46 |   MatrixXf alpha;
47 | 
48 |   size_t V;
49 |   size_t K;
50 |   size_t T;
51 |   vector<size_t> D;
52 | 
53 |   float sgld_a;
54 |   float sgld_b;
55 |   float sgld_c;
56 |   float dtm_phi_var;
57 |   float dtm_eta_var;
58 |   float dtm_alpha_var;
59 | 
60 |   vector<string> vocabulary;
61 | 
62 |   MatrixXf denom_phi;
63 |   MatrixXf prior_phi;
64 |   MatrixXf denom_eta;
65 |   MatrixXf prior_eta;
66 | 
67 |   uniform_real_distribution<float> u01;
68 | };
69 | 
70 | #endif  //  DYNAMICTOPICMODELS_DTM_H
71 | 


--------------------------------------------------------------------------------
/main.cpp:
--------------------------------------------------------------------------------
 1 | #include "dtm.h"
 2 | 
 3 | #include <cstdlib>
 4 | #include <iostream>
 5 | #include <fstream>
 6 | #include <sstream>
 7 | #include <string>
 8 | #include <vector>
 9 | using namespace std;
10 | 
11 | 
12 | int conf_error() {
13 |   cout << "Couldn't open files in dtm.conf. "
14 |       "Please check your config file." << endl;
15 |   return -1;
16 | }
17 | 
18 | int main(int argc, char* argv[]) {
19 |   if (argc != 11) {
20 |     cerr << "Usage: " << argv[0]
21 |          << " <dtm.config path> <num_topics> <SGLD_a> <SGLD_b> <SGLD_c> "
22 |          << "<phi_var> <eta_var> <alpha_var> <num_iter> <results_folder>"
23 |          << endl;
24 |     return 1;
25 |   }
26 |   string line;
27 |   ifstream conf_file(argv[1]);
28 |   vector<string> conf;
29 | 
30 |   if (!conf_file.is_open()) {
31 |     cout << "Couldn't find dtm.conf" << endl;
32 |     return -1;
33 |   }
34 |   while(getline(conf_file, line)) {
35 |     conf.push_back(line);
36 |   }
37 | 
38 |   vector<string> vocabulary;
39 |   ifstream vocabulary_file(conf[0]);
40 |   if (!vocabulary_file.is_open()) {
41 |     return conf_error();
42 |   }
43 |   while(getline(vocabulary_file, line)) {
44 |     vocabulary.push_back(line);
45 |   }
46 |   vector<vector<vector<size_t>>> docs(conf.size() - 1);
47 |   for (size_t t = 0; t < docs.size(); ++t) {
48 |     ifstream docfile(conf[t+1]);
49 |     if (!docfile.is_open()) {
50 |       return conf_error();
51 |     }
52 |     vector<vector<size_t>> docs_t;
53 |     while(getline(docfile, line)) {
54 |       vector<size_t> doc;
55 |       istringstream is(line);
56 |       size_t term;
57 |       while (is >> term) {
58 |         doc.push_back(term);
59 |       }
60 |       docs_t.push_back(doc);
61 |     }
62 |     cout << "Time Slice t = " << t << " Num docs: " << docs_t.size() << endl;
63 |     docs[t] = docs_t;
64 |   }
65 |   size_t num_topics = atoi(argv[2]);
66 |   float sgld_a = atof(argv[3]);
67 |   float sgld_b = atof(argv[4]);
68 |   float sgld_c = atof(argv[5]);
69 |   float phi_var = atof(argv[6]);
70 |   float eta_var = atof(argv[7]);
71 |   float alpha_var = atof(argv[8]);
72 |   size_t num_iters = atoi(argv[9]);
73 | 
74 |   DTM dtm(docs, vocabulary, num_topics, sgld_a, sgld_b, sgld_c, phi_var,
75 |           eta_var, alpha_var);
76 |   dtm.initialize(true);
77 |   dtm.estimate(num_iters);
78 |   dtm.save_data(argv[10]);
79 |   return 0;
80 | }
81 | 
82 | 
83 | 
84 | 


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/alias_samples.cpp:
--------------------------------------------------------------------------------
 1 | //
 2 | // Created by Arnie on 2017-01-15.
 3 | //
 4 | 
 5 | #include "alias_samples.h"
 6 | 
 7 | static const float eps = numeric_limits<float>::epsilon();
 8 | 
 9 | vector<size_t> AliasSamples::get_samples(size_t num_samples) const {
10 |   vector<size_t> ret(num_samples);
11 |   if (table.empty()) {
12 |     cout << "Alias Tables haven't been initialized";
13 |     return ret;
14 |   }
15 |   default_random_engine generator;
16 |   size_t dim = table.size();
17 |   uniform_real_distribution<float> u01(0, 1);
18 |   uniform_int_distribution<> uniform_table(0, dim - 1);
19 | 
20 |   for (size_t s = 0; s < num_samples; s++) {
21 |     // roll dice
22 |     size_t k = uniform_table(generator);
23 |     AliasTableCell cell = table[k];
24 |     AliasPair ap = cell.first;
25 | 
26 |     // flip coin
27 |     float coin = u01(generator);
28 |     if (coin <= ap.second) {
29 |       ret.push_back(ap.first);
30 |     } else {
31 |       ret.push_back(cell.second);
32 |     }
33 |   }
34 |   return ret;
35 | }
36 | 
37 | AliasSamples::AliasSamples(const VectorXf &prob) {
38 |   vector<AliasPair> poor;
39 |   vector<AliasPair> rich;
40 |   size_t dim = prob.size();
41 |   float sum = prob.sum();
42 | 
43 |   for (size_t i = 0; i < prob.size(); i++) {
44 |     float p = prob[i];
45 |     if (abs(p) < eps)
46 |       continue;
47 |     float score = p * dim / sum;
48 |     AliasPair t(i, score);
49 |     if (score <= 1.0) {
50 |       poor.push_back(t);
51 |     } else {
52 |       rich.push_back(t);
53 |     }
54 |   }
55 |   // Run Robin-hood algorithm; steal from the rich and fill poor pockets.
56 |   while (!rich.empty() || !poor.empty()) {
57 |     float rem = 1.0;
58 |     AliasTableCell cell;
59 |     AliasPair poor_pair;
60 |     if (!poor.empty()) {
61 |       poor_pair = poor.back();
62 |       poor.pop_back();
63 |       rem -= poor_pair.second;
64 |       if (std::abs(rem) <= eps) {
65 |         cell = make_pair(poor_pair, dim);
66 |         table.push_back(cell);
67 |         continue;
68 |       }
69 |     }
70 |     if (!rich.empty()) {
71 |       auto r = rich.back();
72 |       rich.pop_back();
73 |       size_t alias_index = r.first;
74 |       float prob_mass = r.second;
75 |       if (rem == 1.0) {
76 |         cell = make_pair(make_pair(alias_index, 1.0), dim);
77 |       } else {
78 |         cell = make_pair(poor_pair, alias_index);
79 |       }
80 |       table.push_back(cell);
81 |       prob_mass -= rem;
82 |       if (prob_mass > 1.0) {
83 |         rich.push_back(make_pair(alias_index, prob_mass));
84 |       } else {
85 |         poor.push_back(make_pair(alias_index, prob_mass));
86 |       }
87 |     }
88 |   }
89 | 
90 | }


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/dtm.cpp:
--------------------------------------------------------------------------------
  1 | //
  2 | // Created by Arnie on 2016-11-15.
  3 | //
  4 | 
  5 | #include "dtm.h"
  6 | #include <Eigen/Core>
  7 | #include <Eigen/Dense>
  8 | #include <sstream>
  9 | #include <fstream>
 10 | #include <utility>
 11 | #include <functional>
 12 | #include <algorithm>
 13 | #include <cmath>
 14 | using namespace std;
 15 | 
 16 | VectorXf get_mvn_samples(VectorXf mean, MatrixXf cov) {
 17 |   Eigen::SelfAdjointEigenSolver<Eigen::MatrixXf> eigenSolver(cov);
 18 |   normal_distribution<float> dist(0, 1);
 19 |   default_random_engine gen;
 20 |   auto std_norm = [&] (float) {return dist(gen);};
 21 |   return mean + eigenSolver.eigenvectors() * eigenSolver
 22 |       .eigenvalues().cwiseSqrt().asDiagonal() *
 23 |       VectorXf::NullaryExpr(mean.size(), std_norm);
 24 | }
 25 | 
 26 | static float gaussianVar(float mean, float std_dev) {
 27 |   default_random_engine generator;
 28 |   normal_distribution<float> distribution(mean, std_dev);
 29 |   return distribution(generator);
 30 | }
 31 | 
 32 | static VectorXf softmax(VectorXf weights) {
 33 |   size_t K = weights.size();
 34 |   VectorXf soft(K);
 35 |   float MAX = weights[0];
 36 |   float norm = 0.0;
 37 |   for (size_t i = 0; i < K; i++) {
 38 |     if (weights(i) > MAX)
 39 |       MAX = weights(i);
 40 |   }
 41 | 
 42 |   for (size_t i = 0; i < K; i++)   {
 43 |     norm += exp(weights(i) - MAX);
 44 |   }
 45 | 
 46 |   for (size_t i = 0; i < K; i++) {
 47 |     soft(i) = exp(weights(i) - MAX) / (norm + 0.00001);
 48 |     if (soft(i) < 1e-30) {
 49 |       soft(i) = 0.0;
 50 |     }
 51 |   }
 52 | 
 53 |   return soft;
 54 | }
 55 | 
 56 | void DTM::build_alias_table(size_t t, size_t w) {
 57 |   AliasSamples term(phi[t].row(w));
 58 |   term_alias_samples[t][w] = term.get_samples(K);
 59 | }
 60 | 
 61 | DTM::DTM(const vector<vector<vector<size_t>>> &data, const vector<string> &
 62 | dictionary,
 63 |          size_t num_topics, float sgld_a, float sgld_b, float sgld_c,
 64 |          float dtm_phi_var, float dtm_eta_var, float dtm_alpha_var) : W(data),
 65 |          vocabulary(dictionary), K(num_topics), sgld_a(sgld_a), sgld_b(sgld_b),
 66 |          sgld_c(sgld_c), dtm_phi_var(dtm_phi_var), dtm_eta_var(dtm_eta_var),
 67 |          dtm_alpha_var(dtm_alpha_var) {
 68 |   V = vocabulary.size();
 69 |   T = W.size();
 70 |   D = vector<size_t>(T);
 71 |   Z = vector<vector<vector<size_t>>>(T);
 72 |   term_alias_samples =
 73 |       vector<vector<vector<size_t>>>
 74 |           (T, vector<vector<size_t>> (V, vector<size_t>(K)));
 75 |   sample_indices = vector<vector<size_t>>(T, vector<size_t>(V));
 76 | 
 77 | 
 78 |   CDK = vector<MatrixXf> (T);
 79 |   CWK = vector<MatrixXf> (T, MatrixXf::Zero(V, K));
 80 |   CK = MatrixXf::Zero(T, K);
 81 |   phi = vector<MatrixXf>(T, MatrixXf::Zero(V, K));
 82 |   eta = vector<MatrixXf>(T);
 83 |   alpha = MatrixXf::Zero(T, K);
 84 | 
 85 |   for (size_t t = 0; t < T; ++t) {
 86 |     D[t] = W[t].size();
 87 |     Z[t] = vector<vector<size_t>>(D[t]);
 88 |     eta[t] = MatrixXf::Zero(D[t], K);
 89 |     CDK[t] = MatrixXf::Zero(D[t], K);
 90 |     for (size_t d = 0; d < D[t]; ++d) {
 91 |       Z[t][d] = vector<size_t>(W[t][d].size());
 92 |     }
 93 |   }
 94 | }
 95 | 
 96 | void DTM::initialize(bool init_with_lda) {
 97 |   default_random_engine generator;
 98 |   uniform_int_distribution<size_t> uniform_topic(0, K - 1);
 99 |   u01 = uniform_real_distribution<float>(0, 1);
100 |   float init_alpha = 50.0 / K;
101 |   float init_beta = 0.01;
102 |   for (size_t t = 0; t < T; ++t) {
103 |     for (size_t d = 0; d < D[t]; ++d) {
104 |       size_t N = W[t][d].size();
105 |       for (size_t n = 0; n < N; ++n) {
106 |         size_t w = W[t][d][n];
107 |         size_t k = uniform_topic(generator);
108 |         Z[t][d][n] = k;
109 |         CDK[t](d, k)++;
110 |         CWK[t](w, k)++;
111 |         CK(t, k)++;
112 |         eta[t](d, k) += (1 + init_alpha) / (N + K * init_alpha);
113 |       }
114 |     }
115 |   }
116 | 
117 |   if (init_with_lda) {
118 |     size_t t = 0;
119 |     for (size_t iter = 0; iter < 50; iter++) {
120 |       cout << "LDA Iter: " << iter << endl;
121 |       for (size_t d = 0; d < D[t]; ++d) {
122 |         for (size_t n = 0; n < W[t][d].size(); n++) {
123 |           size_t k = Z[t][d][n];
124 |           size_t w = W[t][d][n];
125 |           CDK[t](d, k)--;
126 |           CWK[t](w, k)--;
127 |           CK(t, k)--;
128 | 
129 |           vector<float> prob(K);
130 |           for (k = 0; k < K; k++) {
131 |             prob[k] = (CDK[t](d, k) + init_alpha) * ((CWK[t](w, k) + init_beta)
132 |                 / (CK(t, k) + V * init_beta));
133 |           }
134 |           discrete_distribution<size_t> mult(prob.begin(), prob.end());
135 |           k = mult(generator);
136 |           Z[t][d][n] = k;
137 |           CDK[t](d, k)++;
138 |           CWK[t](w, k)++;
139 |           CK(t, k)++;
140 |         }
141 |       }
142 |     }
143 |   }
144 |   for (size_t t = 0; t < T; t++) {
145 |     for (size_t w = 0; w < V; w++) {
146 |       for (size_t k = 0; k < K; k++) {
147 |         phi[t](w, k) = (CWK[0](w, k) + init_beta) / (CK(0, k) + V * init_beta);
148 |       }
149 |       build_alias_table(t, w);
150 |     }
151 |   }
152 | }
153 | 
154 | void DTM::estimate(size_t num_iters) {
155 |   default_random_engine generator;
156 |   for (size_t iter = 0; iter < num_iters; iter++) {
157 |     cout << "Iteration " << iter << endl;
158 |     float eps = sgld_a * (pow(sgld_b + iter, -sgld_c));
159 |     float xi = gaussianVar(0.0, pow(eps, 2));
160 |     VectorXf xi_vec;
161 |     VectorXf mean(K);
162 |     for (size_t t = 0; t < T; t++) {
163 |       xi_vec = VectorXf::Constant(K, xi);
164 |       for (size_t d = 0; d < D[t]; d++) {
165 |         size_t N = W[t][d].size();
166 |         uniform_int_distribution<size_t> doc_dist(0, N - 1);
167 | 
168 |         // estimate eta
169 |         VectorXf soft_eta = softmax(eta[t].row(d));
170 |         VectorXf prior_eta = (alpha.row(t) - eta[t].row(d)) / dtm_eta_var;
171 |         VectorXf denom_eta = N * soft_eta;
172 |         VectorXf grad_eta = CDK[t].row(d).transpose() - denom_eta;
173 |         eta[t].row(d) += ((eps / 2) * (grad_eta + prior_eta)) + xi_vec;
174 | 
175 | 
176 |         for (size_t n = 0; n < N; n++) {
177 |           for (size_t mh = 0; mh < 4; mh++) {
178 |             size_t k = Z[t][d][n];
179 |             size_t w = W[t][d][n];
180 |             CDK[t](d, k)--;
181 |             CWK[t](w, k)--;
182 |             CK(t, k)--;
183 | 
184 |             size_t proposal;
185 |             float acceptance_prob = 0.0;
186 |             if (mh % 2 == 0) {
187 |               // Z-proposal
188 |               size_t index = doc_dist(generator);
189 |               proposal = Z[t][d][index];
190 | 
191 |               acceptance_prob =
192 |                   exp(phi[t](w, proposal)) / exp(phi[t](w, k));
193 |             } else {
194 |               if (sample_indices[t][w] >= K) {
195 |                 build_alias_table(t, w);
196 |                 sample_indices[t][w] = 0;
197 |               }
198 |               proposal = term_alias_samples[t][w][sample_indices[t][w]];
199 |               sample_indices[t][w]++;
200 |               acceptance_prob = exp(eta[t](d, proposal)) / exp(eta[t](d, k));
201 |             }
202 |             acceptance_prob = acceptance_prob > 1.0 ? 1.0 : acceptance_prob;
203 |             if (u01(generator) >= acceptance_prob) {
204 |               // reject proposal
205 |               proposal = k;
206 |             }
207 |             Z[t][d][n] = proposal;
208 |             CDK[t](d, proposal)++;
209 |             CWK[t](w, proposal)++;
210 |             CK(t, proposal)++;
211 |           }
212 |         }
213 |       }
214 | 
215 |       xi_vec = VectorXf::Constant(V, xi);
216 |       for (unsigned k = 0; k < K; ++k) {
217 |         // sample phi
218 |         VectorXf soft_phi = softmax(phi[t].col(k));
219 |         VectorXf prior_phi(V);
220 |         if (t == 0) {
221 |           float phi_sigma = 1.0 / ((1.0 / 100) + (1 / dtm_phi_var));
222 |           prior_phi = phi[t + 1].col(k) * (phi_sigma / dtm_phi_var);
223 |           prior_phi = ((2 * prior_phi) - 2 * phi[t].col(k)) / dtm_phi_var;
224 |         } else if (t == T - 1) {
225 |           prior_phi = (phi[t - 1].col(k) - phi[t].col(k)) / dtm_phi_var;
226 |         } else {
227 |           prior_phi = (phi[t + 1].col(k) + phi[t - 1].col(k) - 2 * phi[t].col
228 |               (k)) / dtm_phi_var;
229 |         }
230 | 
231 |         VectorXf denom_phi = CK(t, k) * soft_phi;
232 |         VectorXf grad_phi = CWK[t].col(k) - denom_phi;
233 | 
234 |         phi[t].col(k) += ((eps / 2) * (grad_phi + prior_phi)) + xi_vec;
235 |       }
236 | 
237 |       // sample alpha
238 |       VectorXf alpha_bar(K);
239 |       float alpha_precision = 0.0;  // designed to be a diagonal matrix
240 |       MatrixXf cov = MatrixXf::Identity(K, K);
241 |       if (t == 0) {
242 |         alpha_precision = (1.0 / 100) + (1 / dtm_alpha_var);
243 |         float alpha_sigma = 1.0 / alpha_precision;
244 |         alpha_bar = alpha.row(t+1) * (alpha_sigma / dtm_alpha_var);
245 |       } else if (t == T-1) {
246 |         alpha_bar = (alpha.row(t-1) - alpha.row(t)) / dtm_alpha_var;
247 |         alpha_precision = 1.0 / dtm_alpha_var;
248 |       } else {
249 |         alpha_precision = (2 / dtm_alpha_var);
250 |         alpha_bar = (alpha.row(t+1) - alpha.row(t-1)) / 2;
251 |       }
252 |       VectorXf eta_bar = eta[t].colwise().sum();
253 |       float sigma = 1.0 / (1.0 / alpha_precision + (D[t] / dtm_eta_var));
254 |       cov *= sigma;
255 |       mean = (alpha_bar / alpha_precision + (eta_bar / dtm_eta_var)) * sigma;
256 |       alpha.row(t) = get_mvn_samples(mean, cov);
257 |       if (iter % 5 == 0) {
258 |         diagnosis(t);
259 |       }
260 |     }
261 |   }
262 | }
263 | 
264 | void DTM::diagnosis(size_t t) {
265 |   float perp = 0.0;
266 |   unsigned N = 0;
267 |   float total_log_likelihood = 0.0;
268 |   vector<VectorXf> softmax_phi(K);
269 |   vector<VectorXf> softmax_eta(D[t]);
270 |   for (size_t k = 0; k < K; ++k) {
271 |     softmax_phi[k] = softmax(phi[t].col(k));
272 |   }
273 |   for (size_t d = 0; d < D[t]; d++) {
274 |     N += W[t][d].size();
275 |     softmax_eta[d] = softmax(eta[t].row(d));
276 |     for (size_t n = 0; n < W[t][d].size(); n++) {
277 |       float likelihood = 0.0;
278 |       size_t w = W[t][d][n];
279 |       for (size_t k = 0; k < K; k++) {
280 |         likelihood += ((softmax_eta[d](k) * (softmax_phi[k](w))));
281 |         if (likelihood < 0)
282 |           std::cout << "Likelihood less than 0, error" << std::endl;
283 |       }
284 |       total_log_likelihood += log(likelihood);
285 |     }
286 |   }
287 |   cout << "Perplexity: " <<  t << "  "
288 |        << exp(-total_log_likelihood / N) << endl;
289 | }
290 | 
291 | void DTM::save_data(string dir) {
292 |   for (size_t t = 0; t < T; ++t) {
293 |     stringstream sstm;
294 |     sstm << dir << "/time_slice_" << t << ".txt";
295 |     string fname = sstm.str();
296 |     ofstream myfile;
297 | 
298 |     myfile.open(fname.c_str());
299 |     for (size_t k = 0; k < K; ++k) {
300 |       vector<pair<float, size_t>> ranking;
301 |       for (size_t v = 0; v < V; v++) {
302 |         ranking.push_back(make_pair(phi[t](v, k), v));
303 |       }
304 |       sort(ranking.begin(), ranking.end(),
305 |            std::greater<pair<float, size_t>>());
306 |       myfile << "Topic " << k << "\n";
307 |       for (size_t v = 0; v < 10; v++) {
308 |         size_t w = ranking[v].second;
309 |         myfile << "(" << vocabulary[w] << ", " << phi[t](w, k) << ")" << endl;
310 |       }
311 |       myfile << endl;
312 |     }
313 |     myfile.close();
314 |   }
315 | }


--------------------------------------------------------------------------------
/NIPS_data/vocabulary_file.txt:
--------------------------------------------------------------------------------
   1 | func
   2 | yellow
   3 | prefix
   4 | circuitry
   5 | anticorrelated
   6 | localized
   7 | payoff
   8 | barhen
   9 | digit
  10 | hough
  11 | figl
  12 | regional
  13 | reconstructions
  14 | figs
  15 | experimentally
  16 | kanervas
  17 | fractal
  18 | differentiated
  19 | basics
  20 | internally
  21 | synergy
  22 | oooo
  23 | probabil
  24 | succession
  25 | reliable
  26 | corpora
  27 | incremented
  28 | miller
  29 | parameterization
  30 | pulse
  31 | feasibility
  32 | elegant
  33 | valiant
  34 | psychol
  35 | errors
  36 | contributed
  37 | fingers
  38 | designing
  39 | increasing
  40 | ated
  41 | reliably
  42 | sunspot
  43 | atoms
  44 | chine
  45 | reported
  46 | granularity
  47 | mccallum
  48 | finkel
  49 | elaborate
  50 | reports
  51 | kempter
  52 | symmetrical
  53 | cancellation
  54 | pairings
  55 | sfmd
  56 | appropriately
  57 | topography
  58 | projection
  59 | classification
  60 | explained
  61 | replace
  62 | brought
  63 | unix
  64 | univ
  65 | unit
  66 | derivatives
  67 | wurtz
  68 | music
  69 | distortions
  70 | standardized
  71 | populations
  72 | successful
  73 | brings
  74 | nowlan
  75 | glass
  76 | reversible
  77 | nique
  78 | serially
  79 | hole
  80 | hold
  81 | circumstances
  82 | locked
  83 | marroquin
  84 | temperatures
  85 | concepts
  86 | wang
  87 | organized
  88 | dendrite
  89 | absolute
  90 | neurocomputing
  91 | syntactic
  92 | travel
  93 | feature
  94 | classifi
  95 | machine
  96 | methodology
  97 | softky
  98 | significance
  99 | symposium
 100 | preferable
 101 | classify
 102 | mueller
 103 | abstraction
 104 | modulation
 105 | thermodynamic
 106 | minimized
 107 | diagram
 108 | modest
 109 | italy
 110 | minimizes
 111 | minimizer
 112 | meansquared
 113 | types
 114 | effective
 115 | helsinki
 116 | wins
 117 | resentation
 118 | menlo
 119 | eigenfaces
 120 | observability
 121 | grzywacz
 122 | wind
 123 | restriction
 124 | manipulators
 125 | feedback
 126 | suttons
 127 | vary
 128 | fidelity
 129 | vari
 130 | cholinergic
 131 | connec
 132 | auditory
 133 | rankings
 134 | striking
 135 | distinguishing
 136 | convexity
 137 | hidden
 138 | easier
 139 | zucker
 140 | proce
 141 | harriswarrick
 142 | effects
 143 | multidimensional
 144 | structural
 145 | zipset
 146 | zipser
 147 | representa
 148 | arrow
 149 | tributions
 150 | cybernetics
 151 | interfering
 152 | preceded
 153 | financial
 154 | grbf
 155 | series
 156 | displacement
 157 | generative
 158 | efron
 159 | substantially
 160 | laboratory
 161 | ring
 162 | backgammon
 163 | diction
 164 | sentations
 165 | urbana
 166 | golea
 167 | mason
 168 | combinatorial
 169 | encourage
 170 | unrelated
 171 | adapt
 172 | assignment
 173 | foundation
 174 | abbott
 175 | andreou
 176 | midpoint
 177 | sensory
 178 | malcom
 179 | checked
 180 | estimate
 181 | enormous
 182 | visuomotor
 183 | yaxis
 184 | tibshirani
 185 | silicon
 186 | hmes
 187 | speeds
 188 | purpose
 189 | nouns
 190 | vitro
 191 | channels
 192 | clarity
 193 | service
 194 | similarly
 195 | returns
 196 | stack
 197 | needed
 198 | perturbations
 199 | master
 200 | listed
 201 | hypothetical
 202 | rons
 203 | postulate
 204 | legs
 205 | ranging
 206 | rewards
 207 | intell
 208 | rectified
 209 | predictable
 210 | collaterals
 211 | positively
 212 | expanding
 213 | showed
 214 | approximations
 215 | iteration
 216 | olshausen
 217 | penalization
 218 | project
 219 | aftereffects
 220 | tion
 221 | investigators
 222 | acquisition
 223 | perturbative
 224 | boston
 225 | gersho
 226 | spectrum
 227 | untrained
 228 | increment
 229 | arousal
 230 | nents
 231 | person
 232 | psaltis
 233 | asymmetric
 234 | causing
 235 | sakurai
 236 | transactions
 237 | object
 238 | metrics
 239 | simplify
 240 | mouth
 241 | letter
 242 | entry
 243 | retaining
 244 | voltagedependent
 245 | bradford
 246 | singer
 247 | episode
 248 | grove
 249 | camp
 250 | detectors
 251 | vertices
 252 | tech
 253 | incomplete
 254 | winther
 255 | incorporate
 256 | luminance
 257 | insects
 258 | striate
 259 | participate
 260 | hypercube
 261 | layout
 262 | simu
 263 | ment
 264 | horiuchi
 265 | kinase
 266 | topological
 267 | theme
 268 | rich
 269 | linsker
 270 | klein
 271 | platt
 272 | reversal
 273 | altogether
 274 | volatility
 275 | contributes
 276 | heaviside
 277 | greens
 278 | nicely
 279 | patch
 280 | release
 281 | yoshua
 282 | transistors
 283 | saul
 284 | respond
 285 | fair
 286 | peripheral
 287 | crosscorrelation
 288 | result
 289 | fail
 290 | tational
 291 | rings
 292 | propagates
 293 | partition
 294 | score
 295 | conceptual
 296 | propagated
 297 | perceptrons
 298 | preserve
 299 | tdgammon
 300 | extend
 301 | nature
 302 | lebiere
 303 | cessing
 304 | extent
 305 | highpass
 306 | fiir
 307 | topology
 308 | planner
 309 | triggers
 310 | conclusions
 311 | pitt
 312 | logic
 313 | tinuous
 314 | argue
 315 | adapted
 316 | puted
 317 | penalize
 318 | union
 319 | refractoriness
 320 | restarts
 321 | extraction
 322 | corticocortical
 323 | parents
 324 | correction
 325 | dots
 326 | graphical
 327 | irvine
 328 | comprehensible
 329 | dave
 330 | spie
 331 | worked
 332 | spin
 333 | contingencies
 334 | heidelberg
 335 | employ
 336 | euclidean
 337 | pouget
 338 | played
 339 | kohn
 340 | conditioned
 341 | obeying
 342 | characterize
 343 | damaged
 344 | weightspace
 345 | cumulative
 346 | split
 347 | european
 348 | templates
 349 | fairly
 350 | putation
 351 | kushner
 352 | perceptually
 353 | subsystems
 354 | tune
 355 | simulates
 356 | maximizing
 357 | intrusion
 358 | acoustics
 359 | academic
 360 | simulated
 361 | gzip
 362 | quantitative
 363 | corporate
 364 | maxima
 365 | golden
 366 | distribute
 367 | rotated
 368 | psychophysics
 369 | birmingham
 370 | rotates
 371 | previous
 372 | alul
 373 | enters
 374 | phillips
 375 | ease
 376 | ideal
 377 | neurobiological
 378 | disparity
 379 | keeler
 380 | easy
 381 | manfred
 382 | east
 383 | rescaled
 384 | elevation
 385 | survival
 386 | posed
 387 | possibly
 388 | indicative
 389 | birth
 390 | clustered
 391 | imposed
 392 | unique
 393 | massively
 394 | occurring
 395 | desire
 396 | psychological
 397 | articulated
 398 | bulsara
 399 | pghost
 400 | steps
 401 | sebastian
 402 | kong
 403 | warping
 404 | beneficial
 405 | truncated
 406 | backpropagate
 407 | proportionally
 408 | bottom
 409 | subclass
 410 | contributing
 411 | imposes
 412 | exposition
 413 | periphery
 414 | bottou
 415 | stefan
 416 | oscillating
 417 | siftcation
 418 | substituted
 419 | shifting
 420 | losing
 421 | predisposition
 422 | anomalous
 423 | suggestions
 424 | movshon
 425 | slightly
 426 | lamprey
 427 | raised
 428 | statements
 429 | markovian
 430 | maxwell
 431 | marshall
 432 | rotations
 433 | raises
 434 | activitydependent
 435 | reducing
 436 | unambiguous
 437 | ocularity
 438 | america
 439 | abstractions
 440 | support
 441 | constantly
 442 | avail
 443 | width
 444 | joseph
 445 | resulted
 446 | call
 447 | offer
 448 | forming
 449 | denoting
 450 | incorporation
 451 | neuro
 452 | approxi
 453 | arrays
 454 | inside
 455 | equalization
 456 | devices
 457 | discretized
 458 | complications
 459 | panels
 460 | accelerate
 461 | proved
 462 | steady
 463 | proven
 464 | convergent
 465 | proves
 466 | exist
 467 | accounting
 468 | triangles
 469 | traversed
 470 | dotted
 471 | floor
 472 | relax
 473 | actor
 474 | grammatical
 475 | pasadena
 476 | role
 477 | sponding
 478 | leen
 479 | jenkins
 480 | superfluous
 481 | roll
 482 | intend
 483 | models
 484 | jayakumar
 485 | directionally
 486 | dissimilarities
 487 | shibata
 488 | variable
 489 | hurt
 490 | stateaction
 491 | worstcase
 492 | idnn
 493 | time
 494 | push
 495 | equalizer
 496 | chain
 497 | hiddenlayer
 498 | activated
 499 | activates
 500 | dimensionality
 501 | hyperacuity
 502 | recurrence
 503 | centroid
 504 | eliminate
 505 | choice
 506 | orientations
 507 | stays
 508 | exact
 509 | minute
 510 | notations
 511 | prespecified
 512 | solves
 513 | leave
 514 | solved
 515 | jobshop
 516 | settle
 517 | cooke
 518 | loads
 519 | prevent
 520 | occurrence
 521 | findings
 522 | insignificant
 523 | prediction
 524 | sign
 525 | imprinting
 526 | chopping
 527 | incrementally
 528 | fanin
 529 | bagging
 530 | ipsps
 531 | axes
 532 | current
 533 | falling
 534 | ground
 535 | boost
 536 | lange
 537 | understanding
 538 | backpropagated
 539 | splice
 540 | address
 541 | terrence
 542 | vectors
 543 | funded
 544 | eventrelated
 545 | commonly
 546 | queue
 547 | accomplished
 548 | throughput
 549 | myers
 550 | studies
 551 | durbin
 552 | tasks
 553 | raise
 554 | makeig
 555 | prefer
 556 | logical
 557 | inverses
 558 | traversing
 559 | monaural
 560 | working
 561 | positive
 562 | mumford
 563 | predictions
 564 | tightly
 565 | anatomical
 566 | wood
 567 | opposed
 568 | scope
 569 | vectorvalued
 570 | theoretical
 571 | introducing
 572 | mitchison
 573 | apparent
 574 | oregon
 575 | visual
 576 | appendix
 577 | rtrl
 578 | degrade
 579 | cardinality
 580 | valued
 581 | bizzi
 582 | originally
 583 | davies
 584 | oscillator
 585 | strain
 586 | zhao
 587 | values
 588 | believed
 589 | incremental
 590 | allowed
 591 | rangarajan
 592 | monitoring
 593 | winter
 594 | divided
 595 | contrasts
 596 | optimal
 597 | parameter
 598 | divides
 599 | edinburgh
 600 | explores
 601 | landmark
 602 | transients
 603 | spot
 604 | applications
 605 | explored
 606 | date
 607 | data
 608 | stress
 609 | natural
 610 | correlate
 611 | conscious
 612 | yielding
 613 | quadrant
 614 | definitions
 615 | inte
 616 | flips
 617 | nonparametric
 618 | years
 619 | structuring
 620 | episodes
 621 | experiments
 622 | counterclockwise
 623 | omitting
 624 | tendency
 625 | derive
 626 | thumb
 627 | nontrivial
 628 | decreases
 629 | aviv
 630 | attraction
 631 | constitutes
 632 | decreased
 633 | decades
 634 | chaining
 635 | matches
 636 | nation
 637 | records
 638 | subscribers
 639 | arriving
 640 | sorted
 641 | erlbaum
 642 | maintaining
 643 | matched
 644 | hancock
 645 | establishing
 646 | manncon
 647 | instability
 648 | quarter
 649 | square
 650 | retrieve
 651 | bursting
 652 | kbann
 653 | revised
 654 | owing
 655 | entering
 656 | neighbourhood
 657 | predefined
 658 | squared
 659 | collisions
 660 | contained
 661 | investigation
 662 | internet
 663 | suggesting
 664 | formula
 665 | squares
 666 | unifying
 667 | biomedical
 668 | sented
 669 | ples
 670 | million
 671 | seventh
 672 | governing
 673 | plex
 674 | recordings
 675 | ontario
 676 | complicated
 677 | emulation
 678 | remainder
 679 | longrange
 680 | recog
 681 | training
 682 | kaufmann
 683 | recon
 684 | segev
 685 | iterative
 686 | wrong
 687 | routed
 688 | learnability
 689 | separator
 690 | massive
 691 | routes
 692 | router
 693 | neglect
 694 | emotion
 695 | intuition
 696 | saving
 697 | symmetry
 698 | spoken
 699 | distal
 700 | nested
 701 | biol
 702 | vote
 703 | open
 704 | city
 705 | parame
 706 | structured
 707 | encourages
 708 | grossberg
 709 | draft
 710 | constants
 711 | realization
 712 | bits
 713 | williams
 714 | proving
 715 | artifact
 716 | representing
 717 | impractical
 718 | favors
 719 | rankprop
 720 | resampled
 721 | future
 722 | bauer
 723 | addressing
 724 | turned
 725 | locations
 726 | quadrants
 727 | wolpert
 728 | onchip
 729 | allen
 730 | turner
 731 | decorrelated
 732 | instructed
 733 | note
 734 | goodman
 735 | coincide
 736 | polyhedral
 737 | altered
 738 | opposite
 739 | buffer
 740 | compress
 741 | invoked
 742 | printed
 743 | remarks
 744 | inserted
 745 | pages
 746 | eigenfunctions
 747 | salk
 748 | technion
 749 | average
 750 | phil
 751 | drive
 752 | refining
 753 | chiang
 754 | laws
 755 | minch
 756 | madison
 757 | ddag
 758 | timedependent
 759 | synchronous
 760 | merit
 761 | justifies
 762 | bright
 763 | inconsistent
 764 | aggressive
 765 | slot
 766 | slow
 767 | ensembles
 768 | conduction
 769 | equipped
 770 | helmholtz
 771 | dissimilar
 772 | morphological
 773 | simplistic
 774 | prime
 775 | resource
 776 | settings
 777 | parasitic
 778 | ahmad
 779 | cochlea
 780 | pima
 781 | vision
 782 | selfmotion
 783 | corre
 784 | bpsom
 785 | testset
 786 | inequalities
 787 | preprocessed
 788 | activating
 789 | sites
 790 | affecting
 791 | owij
 792 | vertical
 793 | screen
 794 | suppresses
 795 | gratefully
 796 | sparc
 797 | concentrate
 798 | multivariable
 799 | suppressed
 800 | concentrated
 801 | dynaahc
 802 | directional
 803 | concentrates
 804 | mosaic
 805 | expression
 806 | mann
 807 | minima
 808 | autoencoder
 809 | lagrange
 810 | considers
 811 | combines
 812 | stretch
 813 | west
 814 | locally
 815 | electrotonic
 816 | defined
 817 | cosine
 818 | combined
 819 | deformable
 820 | prototype
 821 | reflex
 822 | enable
 823 | instantiated
 824 | influence
 825 | thousand
 826 | formed
 827 | grayscale
 828 | wellformedness
 829 | observe
 830 | diffuse
 831 | globally
 832 | variances
 833 | trepan
 834 | engineering
 835 | executes
 836 | subsample
 837 | selectivities
 838 | policies
 839 | situation
 840 | binaural
 841 | shepard
 842 | concatenation
 843 | regularity
 844 | datapoints
 845 | technology
 846 | binary
 847 | verified
 848 | voronoi
 849 | wiring
 850 | kadirkamanathan
 851 | subunit
 852 | stateoftheart
 853 | visually
 854 | wires
 855 | assigns
 856 | faculty
 857 | trivially
 858 | boosted
 859 | structurally
 860 | allocation
 861 | constraining
 862 | altitude
 863 | edges
 864 | barber
 865 | tracking
 866 | costs
 867 | trains
 868 | comer
 869 | dimension
 870 | summer
 871 | manifold
 872 | ishii
 873 | resp
 874 | factoffal
 875 | modifiable
 876 | rest
 877 | michie
 878 | summed
 879 | occasional
 880 | spatiotemporal
 881 | generator
 882 | occluded
 883 | subicular
 884 | aspects
 885 | represents
 886 | decomposed
 887 | sums
 888 | subexperts
 889 | dark
 890 | traffic
 891 | preference
 892 | world
 893 | postal
 894 | decomposes
 895 | dard
 896 | intel
 897 | discarded
 898 | caudal
 899 | superiority
 900 | integrals
 901 | inter
 902 | stationary
 903 | clas
 904 | grouping
 905 | satisfactory
 906 | conditional
 907 | lobster
 908 | dimensions
 909 | cavity
 910 | memories
 911 | ability
 912 | refer
 913 | biased
 914 | scientific
 915 | power
 916 | retains
 917 | ration
 918 | simplifications
 919 | zoubin
 920 | biases
 921 | ratios
 922 | proprioceptive
 923 | standpoint
 924 | stone
 925 | localist
 926 | bimodal
 927 | hopkins
 928 | industry
 929 | neighbor
 930 | skew
 931 | berger
 932 | perturbed
 933 | choppers
 934 | image
 935 | rectification
 936 | lewicki
 937 | microstructure
 938 | hanson
 939 | accumulated
 940 | essen
 941 | bergen
 942 | wadsworth
 943 | philadelphia
 944 | gindi
 945 | slopes
 946 | complete
 947 | outofsample
 948 | metastable
 949 | discriminations
 950 | lane
 951 | pbil
 952 | convolving
 953 | elimination
 954 | unreliable
 955 | technologies
 956 | pull
 957 | asso
 958 | october
 959 | algorithm
 960 | loworder
 961 | robustness
 962 | assp
 963 | eigenvector
 964 | regimes
 965 | detailed
 966 | laird
 967 | carver
 968 | associating
 969 | formulation
 970 | akaike
 971 | ideally
 972 | experimen
 973 | thresholded
 974 | graduate
 975 | tight
 976 | summit
 977 | spatial
 978 | fmli
 979 | congress
 980 | chorale
 981 | oracle
 982 | ising
 983 | accounts
 984 | waterhouse
 985 | gastric
 986 | partitioned
 987 | adap
 988 | acids
 989 | mask
 990 | mimic
 991 | mass
 992 | parallelism
 993 | quantify
 994 | firstorder
 995 | original
 996 | externally
 997 | caused
 998 | viapoint
 999 | neigh
1000 | trigonometric
1001 | tours
1002 | twospirals
1003 | donoho
1004 | reasoning
1005 | particles
1006 | contextsensitive
1007 | tain
1008 | tail
1009 | norm
1010 | returned
1011 | demixing
1012 | longtin
1013 | subunits
1014 | corollary
1015 | interpreting
1016 | manageable
1017 | deformations
1018 | condition
1019 | potentiation
1020 | cable
1021 | accompanying
1022 | large
1023 | compartmental
1024 | adjust
1025 | small
1026 | penalties
1027 | past
1028 | diabolo
1029 | displays
1030 | pass
1031 | codohs
1032 | knowledgebased
1033 | investment
1034 | trick
1035 | richard
1036 | refractory
1037 | section
1038 | rithm
1039 | excitatory
1040 | subspaces
1041 | method
1042 | contrast
1043 | revealing
1044 | full
1045 | hours
1046 | bregler
1047 | concluding
1048 | november
1049 | transformation
1050 | tunneling
1051 | provably
1052 | neocortical
1053 | experience
1054 | prior
1055 | periodic
1056 | emulator
1057 | pick
1058 | action
1059 | depart
1060 | integrator
1061 | percep
1062 | decrement
1063 | sensors
1064 | select
1065 | vlsi
1066 | objectives
1067 | pearl
1068 | automata
1069 | mori
1070 | hirsch
1071 | resonator
1072 | eral
1073 | door
1074 | initiated
1075 | alcove
1076 | company
1077 | corrected
1078 | emission
1079 | tested
1080 | foundations
1081 | doom
1082 | evolves
1083 | keeping
1084 | endpoint
1085 | science
1086 | resources
1087 | morgan
1088 | learn
1089 | clutter
1090 | male
1091 | scan
1092 | cosmic
1093 | neglected
1094 | accept
1095 | states
1096 | unbiased
1097 | sense
1098 | axis
1099 | huge
1100 | respective
1101 | interconnect
1102 | wiles
1103 | plant
1104 | plans
1105 | wiley
1106 | variant
1107 | mapping
1108 | plane
1109 | waves
1110 | rissanen
1111 | evaluations
1112 | nonsmooth
1113 | imagery
1114 | frasconi
1115 | resemble
1116 | register
1117 | perceptton
1118 | fundamental
1119 | amples
1120 | barnard
1121 | arbors
1122 | distortion
1123 | attitude
1124 | paper
1125 | scott
1126 | signs
1127 | roots
1128 | rapidly
1129 | termed
1130 | gerald
1131 | onsets
1132 | scribed
1133 | individuals
1134 | bypass
1135 | travelling
1136 | ally
1137 | focussed
1138 | severely
1139 | propose
1140 | salamander
1141 | fiom
1142 | assemblies
1143 | loosely
1144 | labeling
1145 | courses
1146 | found
1147 | subnetwork
1148 | physiologically
1149 | reactions
1150 | england
1151 | fication
1152 | accelerator
1153 | toomarian
1154 | contiguous
1155 | reduce
1156 | neurology
1157 | measurement
1158 | operation
1159 | psychology
1160 | vectorial
1161 | research
1162 | isoorientation
1163 | denoted
1164 | offline
1165 | plotting
1166 | belief
1167 | reformulated
1168 | localization
1169 | rieke
1170 | ness
1171 | awij
1172 | imaging
1173 | clique
1174 | rises
1175 | definition
1176 | pairs
1177 | retained
1178 | positioning
1179 | contextindependent
1180 | clump
1181 | exhibited
1182 | clause
1183 | grossman
1184 | major
1185 | rooted
1186 | number
1187 | preservation
1188 | belmont
1189 | guess
1190 | heads
1191 | equa
1192 | moderately
1193 | excitable
1194 | calculations
1195 | aver
1196 | syllables
1197 | molecular
1198 | exponents
1199 | implements
1200 | relationship
1201 | seneft
1202 | underlie
1203 | parsimonious
1204 | focusing
1205 | unrealistic
1206 | patches
1207 | diffusion
1208 | determines
1209 | ohmi
1210 | newsome
1211 | vocal
1212 | genesis
1213 | pennsylvania
1214 | determined
1215 | dotproduct
1216 | comput
1217 | mossy
1218 | canceling
1219 | merzenich
1220 | sontag
1221 | conjugate
1222 | elsevier
1223 | odors
1224 | clusteron
1225 | generalizes
1226 | hyperplanes
1227 | recognizing
1228 | internal
1229 | generalized
1230 | analogy
1231 | transparent
1232 | play
1233 | lesioned
1234 | plan
1235 | accepting
1236 | deviations
1237 | unequal
1238 | raam
1239 | cover
1240 | bodies
1241 | technical
1242 | ambiguities
1243 | gold
1244 | degrades
1245 | session
1246 | classifica
1247 | degraded
1248 | approximators
1249 | stepwise
1250 | impact
1251 | indicator
1252 | writer
1253 | failed
1254 | factor
1255 | bernstein
1256 | tations
1257 | columns
1258 | cowan
1259 | dependent
1260 | icassp
1261 | synchronization
1262 | ninth
1263 | closely
1264 | vation
1265 | adapts
1266 | bytes
1267 | implementable
1268 | connectionist
1269 | approaching
1270 | tree
1271 | vertebrates
1272 | collectively
1273 | nical
1274 | outward
1275 | analog
1276 | connectionism
1277 | permuted
1278 | movie
1279 | pseudoinverse
1280 | dipole
1281 | rejecting
1282 | multinomial
1283 | alization
1284 | avoidance
1285 | knowing
1286 | sparsely
1287 | sampled
1288 | incident
1289 | selectively
1290 | interface
1291 | mpcs
1292 | improved
1293 | nserc
1294 | connection
1295 | improves
1296 | orienta
1297 | load
1298 | qvalues
1299 | pendulum
1300 | bell
1301 | corresponds
1302 | community
1303 | coincidence
1304 | dimensional
1305 | agents
1306 | adaptation
1307 | addisonwesley
1308 | sine
1309 | publishing
1310 | monthly
1311 | acceptance
1312 | geoffrey
1313 | kronecker
1314 | timesteps
1315 | blob
1316 | firm
1317 | resting
1318 | fire
1319 | wheeler
1320 | esti
1321 | fund
1322 | awake
1323 | representative
1324 | systematic
1325 | handling
1326 | uncertain
1327 | exponential
1328 | straints
1329 | straight
1330 | expanded
1331 | empirical
1332 | forgetting
1333 | optimization
1334 | evaluating
1335 | error
1336 | nucleotides
1337 | couplings
1338 | swim
1339 | averaging
1340 | transfor
1341 | binding
1342 | vaadia
1343 | triple
1344 | vanish
1345 | mediating
1346 | barney
1347 | fibers
1348 | barnes
1349 | shorter
1350 | read
1351 | reachable
1352 | virtually
1353 | survey
1354 | unlabeled
1355 | comprehensive
1356 | alert
1357 | viewing
1358 | levels
1359 | necessity
1360 | infomax
1361 | fabrication
1362 | focal
1363 | recent
1364 | elec
1365 | bonds
1366 | picks
1367 | concrete
1368 | leong
1369 | comprise
1370 | responsible
1371 | goodhill
1372 | hypothesized
1373 | simd
1374 | simi
1375 | forrest
1376 | readers
1377 | admission
1378 | signals
1379 | musculoskeletal
1380 | location
1381 | sydney
1382 | relevance
1383 | input
1384 | werblin
1385 | australia
1386 | subtasks
1387 | demands
1388 | huberman
1389 | couple
1390 | cottrell
1391 | shading
1392 | emergence
1393 | inputdependent
1394 | projects
1395 | formal
1396 | sorting
1397 | pertinent
1398 | zemel
1399 | parietal
1400 | consensus
1401 | communications
1402 | continue
1403 | yields
1404 | disorder
1405 | topologically
1406 | spins
1407 | clipping
1408 | methods
1409 | dempster
1410 | spring
1411 | mooney
1412 | palm
1413 | palo
1414 | orderings
1415 | broadband
1416 | measurements
1417 | novelty
1418 | behave
1419 | digitized
1420 | equipartition
1421 | kearns
1422 | odor
1423 | agreement
1424 | santa
1425 | relating
1426 | dictated
1427 | cmac
1428 | speakerindependent
1429 | stuart
1430 | anterior
1431 | computational
1432 | colorado
1433 | intl
1434 | integral
1435 | forcement
1436 | primarily
1437 | clustering
1438 | uncertainties
1439 | span
1440 | retrieving
1441 | twodimensional
1442 | specifically
1443 | custom
1444 | occupy
1445 | suit
1446 | pylx
1447 | opens
1448 | considerably
1449 | rasmussen
1450 | relaxed
1451 | retina
1452 | link
1453 | line
1454 | considerable
1455 | differentiable
1456 | paired
1457 | ware
1458 | extractor
1459 | verification
1460 | mature
1461 | continuously
1462 | partigame
1463 | laplace
1464 | storing
1465 | abeles
1466 | likewise
1467 | parser
1468 | chan
1469 | cham
1470 | char
1471 | diverse
1472 | parsec
1473 | formalism
1474 | defines
1475 | ulation
1476 | coder
1477 | codes
1478 | fixing
1479 | edwards
1480 | leftward
1481 | baumwelch
1482 | preventing
1483 | coded
1484 | ferent
1485 | elements
1486 | developmental
1487 | sided
1488 | robots
1489 | suppression
1490 | sides
1491 | lang
1492 | tailored
1493 | land
1494 | wafer
1495 | kinetics
1496 | equivalently
1497 | transient
1498 | walker
1499 | code
1500 | partial
1501 | illustrates
1502 | scratch
1503 | results
1504 | spectrograms
1505 | existing
1506 | illustrated
1507 | signatures
1508 | legal
1509 | broader
1510 | centers
1511 | inferences
1512 | concerned
1513 | young
1514 | send
1515 | uniqueness
1516 | contours
1517 | indicating
1518 | continues
1519 | dependences
1520 | manipulated
1521 | mixing
1522 | ending
1523 | continued
1524 | categories
1525 | magic
1526 | implying
1527 | transmission
1528 | fewer
1529 | repository
1530 | disordered
1531 | imple
1532 | conjunctions
1533 | imply
1534 | video
1535 | laplaces
1536 | dynamics
1537 | leakage
1538 | index
1539 | apparatus
1540 | twinn
1541 | analogously
1542 | expressed
1543 | henceforth
1544 | consistently
1545 | flowing
1546 | expresses
1547 | hobson
1548 | bird
1549 | slabs
1550 | nonlinearly
1551 | gathered
1552 | octave
1553 | consideration
1554 | physiology
1555 | twostep
1556 | great
1557 | stvq
1558 | receive
1559 | involved
1560 | dembo
1561 | resulting
1562 | opinion
1563 | makes
1564 | involves
1565 | holmes
1566 | folded
1567 | outcomes
1568 | tools
1569 | causal
1570 | standing
1571 | confidence
1572 | andreas
1573 | asymptotic
1574 | recalling
1575 | doubt
1576 | objectcentered
1577 | doubling
1578 | siegelmann
1579 | occurred
1580 | carrying
1581 | labelled
1582 | sharply
1583 | balls
1584 | animals
1585 | integrating
1586 | challenge
1587 | reproduce
1588 | unknowns
1589 | thin
1590 | fulfill
1591 | scatter
1592 | weaker
1593 | decorrelation
1594 | plate
1595 | process
1596 | purposes
1597 | pieces
1598 | high
1599 | slip
1600 | lems
1601 | interneurons
1602 | schemas
1603 | negation
1604 | delay
1605 | animal
1606 | wolf
1607 | bonet
1608 | establishment
1609 | obeys
1610 | blocks
1611 | singular
1612 | tied
1613 | demonstrating
1614 | fits
1615 | ties
1616 | efficiently
1617 | realized
1618 | classi
1619 | counter
1620 | stein
1621 | robot
1622 | redundant
1623 | element
1624 | realizes
1625 | asserts
1626 | pyramids
1627 | counted
1628 | evolutionary
1629 | produces
1630 | volts
1631 | move
1632 | randomdot
1633 | produced
1634 | perfect
1635 | skeletonization
1636 | decay
1637 | chosen
1638 | hypothesize
1639 | attractor
1640 | laminar
1641 | degrees
1642 | instruments
1643 | derivative
1644 | designs
1645 | outlined
1646 | strated
1647 | asymmetrical
1648 | rotation
1649 | inducing
1650 | realize
1651 | presidential
1652 | afferents
1653 | intelligent
1654 | traced
1655 | concave
1656 | sufficiently
1657 | truth
1658 | electrically
1659 | nonadaptive
1660 | traces
1661 | reproducing
1662 | subset
1663 | statis
1664 | bump
1665 | operator
1666 | decays
1667 | static
1668 | sion
1669 | closedform
1670 | meth
1671 | tenth
1672 | shannon
1673 | fundamentally
1674 | yoshizawa
1675 | cess
1676 | mediated
1677 | adaptive
1678 | occluding
1679 | interactions
1680 | greedy
1681 | threedimensional
1682 | gardner
1683 | initialize
1684 | unrealizable
1685 | steering
1686 | shortest
1687 | steerable
1688 | david
1689 | length
1690 | removing
1691 | davis
1692 | repeats
1693 | tony
1694 | meiosis
1695 | manuscript
1696 | scene
1697 | uous
1698 | occurrences
1699 | rameters
1700 | attias
1701 | ordering
1702 | behaves
1703 | mcgrawhill
1704 | system
1705 | sensitivity
1706 | gence
1707 | rivest
1708 | thresh
1709 | cockroach
1710 | haven
1711 | colleagues
1712 | appealing
1713 | reproduction
1714 | radius
1715 | steep
1716 | multispeaker
1717 | steer
1718 | collecting
1719 | false
1720 | encodings
1721 | spelled
1722 | viewed
1723 | depict
1724 | studying
1725 | mechanism
1726 | decomposing
1727 | prototypical
1728 | solla
1729 | schematically
1730 | competence
1731 | persistence
1732 | accuracy
1733 | calculus
1734 | jects
1735 | masson
1736 | tanaka
1737 | segment
1738 | duff
1739 | placement
1740 | stronger
1741 | face
1742 | mechanical
1743 | fact
1744 | terminate
1745 | bring
1746 | rough
1747 | trivial
1748 | decade
1749 | principal
1750 | taps
1751 | terminal
1752 | entities
1753 | molecules
1754 | anneal
1755 | hopf
1756 | hope
1757 | meant
1758 | insight
1759 | handle
1760 | means
1761 | familiar
1762 | ations
1763 | fraud
1764 | steepness
1765 | cooccurrence
1766 | denmark
1767 | comprising
1768 | ohio
1769 | rein
1770 | favoring
1771 | nist
1772 | intervening
1773 | strengthened
1774 | takens
1775 | temporarily
1776 | particu
1777 | argmax
1778 | catastrophic
1779 | configured
1780 | correlations
1781 | freitas
1782 | packet
1783 | edition
1784 | electrode
1785 | lyon
1786 | wire
1787 | interacting
1788 | possi
1789 | nuclear
1790 | membrane
1791 | email
1792 | timevarying
1793 | ends
1794 | nongaussian
1795 | contextfree
1796 | darpa
1797 | interpolate
1798 | articulator
1799 | shapes
1800 | configuration
1801 | observable
1802 | ramp
1803 | drug
1804 | streams
1805 | adjusted
1806 | conclude
1807 | diverges
1808 | sanger
1809 | trajectory
1810 | distributional
1811 | genetic
1812 | tenenbaum
1813 | utilizing
1814 | coherence
1815 | nonmetric
1816 | neighbour
1817 | realworld
1818 | imation
1819 | graphics
1820 | marginals
1821 | laser
1822 | reliability
1823 | amacrine
1824 | puter
1825 | incor
1826 | site
1827 | hoeffding
1828 | hardware
1829 | sity
1830 | descriptive
1831 | hubbard
1832 | maximisation
1833 | gorithms
1834 | gibbs
1835 | conflicting
1836 | ball
1837 | infinity
1838 | raymond
1839 | interconnections
1840 | hasler
1841 | parametrized
1842 | architectures
1843 | robotic
1844 | infinite
1845 | dayan
1846 | identity
1847 | diabetes
1848 | discounted
1849 | fimction
1850 | acknowledgement
1851 | subtree
1852 | asked
1853 | patterns
1854 | backpropagation
1855 | command
1856 | audio
1857 | drawing
1858 | snake
1859 | octaves
1860 | moments
1861 | kramer
1862 | clocks
1863 | rooms
1864 | predicts
1865 | paul
1866 | loglikelihood
1867 | outlines
1868 | lattice
1869 | valid
1870 | combine
1871 | clipped
1872 | fluctuating
1873 | increased
1874 | government
1875 | checking
1876 | increases
1877 | epsps
1878 | chervonenkis
1879 | crisp
1880 | sparsity
1881 | isomorphism
1882 | replacement
1883 | grids
1884 | choosing
1885 | asynchronously
1886 | comon
1887 | recognition
1888 | informationtheoretic
1889 | merge
1890 | avoid
1891 | eigendecomposition
1892 | biology
1893 | schedule
1894 | selecting
1895 | invertebrates
1896 | pressure
1897 | photorefractive
1898 | accompanied
1899 | imaginary
1900 | adversary
1901 | identifies
1902 | stage
1903 | gained
1904 | iris
1905 | recur
1906 | angeles
1907 | inputhidden
1908 | nucleus
1909 | glasses
1910 | massachusetts
1911 | homogeneous
1912 | letters
1913 | coverage
1914 | kmeans
1915 | assess
1916 | yuhas
1917 | lund
1918 | roads
1919 | mere
1920 | terminated
1921 | housing
1922 | pairing
1923 | spots
1924 | overestimate
1925 | restricts
1926 | terminates
1927 | cichocki
1928 | naturally
1929 | rhythmic
1930 | overlapping
1931 | delivery
1932 | lowered
1933 | hastie
1934 | convergence
1935 | insertions
1936 | entered
1937 | illustrative
1938 | count
1939 | compute
1940 | places
1941 | society
1942 | official
1943 | smooth
1944 | reinforcement
1945 | apnn
1946 | books
1947 | distribution
1948 | bearing
1949 | cally
1950 | contribute
1951 | ergodic
1952 | slowing
1953 | denote
1954 | replica
1955 | compared
1956 | nonetheless
1957 | trials
1958 | lookup
1959 | details
1960 | suppress
1961 | nonincreasing
1962 | illusion
1963 | francisco
1964 | zhou
1965 | chance
1966 | alvinn
1967 | inspiration
1968 | searches
1969 | kanji
1970 | rule
1971 | continuousvalued
1972 | searched
1973 | magnetic
1974 | child
1975 | desirable
1976 | finnoff
1977 | vapnikchervonenkis
1978 | entropy
1979 | saved
1980 | vapnik
1981 | relationships
1982 | leaming
1983 | const
1984 | prioritized
1985 | physiological
1986 | ventral
1987 | farber
1988 | neighbours
1989 | edward
1990 | matlab
1991 | spec
1992 | summarizes
1993 | blanket
1994 | ously
1995 | replication
1996 | summarized
1997 | logarithmically
1998 | progression
1999 | investigator
2000 | associa
2001 | spacecraft
2002 | hornik
2003 | indices
2004 | mdps
2005 | aeronautics
2006 | originate
2007 | phones
2008 | horn
2009 | approximation
2010 | rigorous
2011 | machines
2012 | established
2013 | disk
2014 | kwta
2015 | clocked
2016 | decoding
2017 | bipolar
2018 | errorcorrecting
2019 | reconstruction
2020 | frank
2021 | plutowski
2022 | consisting
2023 | counters
2024 | textures
2025 | synthetic
2026 | simultaneously
2027 | notions
2028 | equals
2029 | pursuit
2030 | textured
2031 | interna
2032 | ttest
2033 | obtained
2034 | balance
2035 | rigorously
2036 | juang
2037 | items
2038 | study
2039 | usps
2040 | currentmode
2041 | neurones
2042 | pooling
2043 | diameter
2044 | cohn
2045 | modulates
2046 | discontinuous
2047 | sponses
2048 | plenum
2049 | highly
2050 | regulatory
2051 | modulated
2052 | achievable
2053 | total
2054 | linearly
2055 | experimentation
2056 | plot
2057 | coins
2058 | negative
2059 | actorcritic
2060 | roychowdhury
2061 | kinematics
2062 | separated
2063 | award
2064 | aware
2065 | backwards
2066 | recep
2067 | separates
2068 | dolphin
2069 | blocking
2070 | springer
2071 | word
2072 | permits
2073 | edgeworth
2074 | work
2075 | theories
2076 | mammalian
2077 | oxide
2078 | transparency
2079 | elbow
2080 | acetylcholine
2081 | workstations
2082 | cited
2083 | segmentations
2084 | aaai
2085 | lations
2086 | recovery
2087 | provide
2088 | verify
2089 | recovers
2090 | ordinary
2091 | pawelzik
2092 | classifying
2093 | arcs
2094 | transforming
2095 | proach
2096 | earlier
2097 | hong
2098 | sonn
2099 | meaningful
2100 | schneider
2101 | sons
2102 | green
2103 | things
2104 | technische
2105 | order
2106 | eigen
2107 | office
2108 | satisfied
2109 | frequency
2110 | netw
2111 | japan
2112 | satisfies
2113 | nets
2114 | excitatoryinhibitory
2115 | priming
2116 | monotonicity
2117 | highlights
2118 | denver
2119 | ruderman
2120 | production
2121 | shear
2122 | harmony
2123 | highdimensional
2124 | eventually
2125 | affected
2126 | fragment
2127 | tained
2128 | safe
2129 | break
2130 | band
2131 | onestep
2132 | ther
2133 | bank
2134 | minimise
2135 | classified
2136 | alternately
2137 | rocks
2138 | lisp
2139 | reasonable
2140 | parameterized
2141 | feeds
2142 | classifies
2143 | classifier
2144 | associative
2145 | schemes
2146 | meets
2147 | gating
2148 | logn
2149 | recognizable
2150 | network
2151 | cameras
2152 | fellowship
2153 | daniel
2154 | knearest
2155 | medicine
2156 | sliding
2157 | hogan
2158 | barrier
2159 | aseace
2160 | standard
2161 | admits
2162 | tial
2163 | subsequences
2164 | nmda
2165 | detecting
2166 | muller
2167 | incorporates
2168 | recovering
2169 | created
2170 | creates
2171 | incorporated
2172 | pervised
2173 | generalizations
2174 | histograms
2175 | render
2176 | jackknife
2177 | thick
2178 | electronic
2179 | illustrate
2180 | cartesian
2181 | equilibria
2182 | approximately
2183 | rates
2184 | observations
2185 | john
2186 | sivilotti
2187 | enhancing
2188 | rejected
2189 | interaural
2190 | corresponded
2191 | toronto
2192 | translating
2193 | target
2194 | scenes
2195 | nected
2196 | historical
2197 | wellformed
2198 | solely
2199 | minus
2200 | rewrite
2201 | unlearning
2202 | disambiguation
2203 | frontend
2204 | manner
2205 | contents
2206 | forced
2207 | strength
2208 | genuine
2209 | convenient
2210 | indexes
2211 | subjects
2212 | forces
2213 | indexed
2214 | completed
2215 | circles
2216 | optimizer
2217 | optimizes
2218 | bruck
2219 | bruce
2220 | viscosity
2221 | anatomy
2222 | extending
2223 | optimized
2224 | involving
2225 | germany
2226 | codeword
2227 | phase
2228 | assessed
2229 | acknowledgements
2230 | neighborhoods
2231 | calculated
2232 | inferred
2233 | accounted
2234 | ative
2235 | voting
2236 | quantifying
2237 | notion
2238 | fitted
2239 | heuristics
2240 | classconditional
2241 | lewis
2242 | infrared
2243 | visualisation
2244 | subtle
2245 | rescheduling
2246 | foraging
2247 | resemblance
2248 | implementation
2249 | guidance
2250 | adequate
2251 | multistep
2252 | rectangle
2253 | explorations
2254 | vowels
2255 | scalable
2256 | preferred
2257 | yielded
2258 | watson
2259 | prune
2260 | runs
2261 | pearson
2262 | covering
2263 | gaus
2264 | analytical
2265 | identify
2266 | implication
2267 | explanations
2268 | riemannian
2269 | erroneous
2270 | observer
2271 | observes
2272 | observed
2273 | depends
2274 | projections
2275 | lowpass
2276 | discussions
2277 | optimum
2278 | techniques
2279 | buntine
2280 | draws
2281 | lippman
2282 | compensation
2283 | symmetric
2284 | saddlepoint
2285 | unable
2286 | cooperation
2287 | drawn
2288 | paramagnetic
2289 | ocular
2290 | terms
2291 | neuronlike
2292 | embody
2293 | preprocessor
2294 | huang
2295 | clues
2296 | mtse
2297 | received
2298 | essentially
2299 | semiparametric
2300 | receives
2301 | receiver
2302 | exceeds
2303 | requests
2304 | disappears
2305 | tone
2306 | sigmoidal
2307 | character
2308 | relaxation
2309 | codon
2310 | handprinted
2311 | applicability
2312 | polynomial
2313 | telecommunications
2314 | speak
2315 | observing
2316 | flexible
2317 | acuity
2318 | leech
2319 | girosi
2320 | families
2321 | cations
2322 | relaxing
2323 | baum
2324 | excite
2325 | coherent
2326 | applied
2327 | inhibit
2328 | reciprocal
2329 | abrupt
2330 | applies
2331 | property
2332 | characterizing
2333 | mistake
2334 | cylinder
2335 | memoryless
2336 | tissue
2337 | cone
2338 | conf
2339 | hebrew
2340 | comparative
2341 | endpoints
2342 | noisefree
2343 | confirmed
2344 | descent
2345 | perform
2346 | demonstration
2347 | recurrent
2348 | lecun
2349 | hessian
2350 | incorrectly
2351 | avoids
2352 | hierarchies
2353 | infeasible
2354 | wheel
2355 | independent
2356 | disagreement
2357 | rail
2358 | rain
2359 | hand
2360 | documents
2361 | centred
2362 | prescribed
2363 | scenario
2364 | compartments
2365 | contact
2366 | centres
2367 | musical
2368 | boyan
2369 | unified
2370 | macaque
2371 | newton
2372 | elman
2373 | apobayesian
2374 | farther
2375 | cardoso
2376 | clamped
2377 | adding
2378 | poses
2379 | similarities
2380 | weiss
2381 | passive
2382 | wright
2383 | spread
2384 | transformed
2385 | board
2386 | timestep
2387 | plasma
2388 | aeye
2389 | featurebased
2390 | insensitive
2391 | fusion
2392 | progresses
2393 | smdp
2394 | disadvantage
2395 | multiplexing
2396 | multiresolution
2397 | temporally
2398 | coolen
2399 | sparse
2400 | invaluable
2401 | security
2402 | webb
2403 | sends
2404 | phaselocking
2405 | entropic
2406 | comments
2407 | kohonens
2408 | trunk
2409 | nonuniform
2410 | minimization
2411 | posi
2412 | pose
2413 | confer
2414 | illustration
2415 | constructive
2416 | binomial
2417 | architectural
2418 | substitution
2419 | rectly
2420 | post
2421 | properties
2422 | discriminative
2423 | chauvin
2424 | months
2425 | numerator
2426 | horizon
2427 | hyperparameters
2428 | considerations
2429 | dilemma
2430 | bound
2431 | hasselmo
2432 | device
2433 | balanced
2434 | compression
2435 | topologies
2436 | people
2437 | fight
2438 | clinical
2439 | signaltonoise
2440 | lowest
2441 | decoded
2442 | unoriented
2443 | encodes
2444 | encoder
2445 | cedex
2446 | decoder
2447 | encoded
2448 | true
2449 | reset
2450 | absent
2451 | responding
2452 | isis
2453 | maximum
2454 | converters
2455 | crystal
2456 | simard
2457 | argmin
2458 | optimisation
2459 | moore
2460 | computing
2461 | abstract
2462 | evidence
2463 | conserved
2464 | distributions
2465 | physical
2466 | weakened
2467 | reality
2468 | continuoustime
2469 | interested
2470 | doya
2471 | holding
2472 | test
2473 | kullback
2474 | life
2475 | scored
2476 | precomputed
2477 | update
2478 | concurrent
2479 | scores
2480 | dissipation
2481 | frameville
2482 | hippocampal
2483 | schreiner
2484 | interval
2485 | modules
2486 | governed
2487 | observables
2488 | stick
2489 | concept
2490 | switched
2491 | global
2492 | datum
2493 | fabricated
2494 | afosr
2495 | switches
2496 | synapses
2497 | grateful
2498 | rectangles
2499 | nearoptimal
2500 | layers
2501 | collicular
2502 | zone
2503 | graph
2504 | flash
2505 | rightmost
2506 | compensate
2507 | rhythm
2508 | presumed
2509 | division
2510 | predicate
2511 | charles
2512 | subtrees
2513 | orthogonal
2514 | seemingly
2515 | capacitances
2516 | anonymous
2517 | entries
2518 | trouble
2519 | rotating
2520 | perceived
2521 | presented
2522 | altering
2523 | turns
2524 | discrete
2525 | offchip
2526 | witbrock
2527 | upper
2528 | regres
2529 | repetitive
2530 | discover
2531 | cost
2532 | misclassified
2533 | perplexity
2534 | initialized
2535 | curse
2536 | hochberg
2537 | assistance
2538 | shares
2539 | uniform
2540 | wolfe
2541 | sequential
2542 | shared
2543 | appeal
2544 | alertness
2545 | satisfy
2546 | supporting
2547 | explosion
2548 | gener
2549 | genes
2550 | giles
2551 | weigend
2552 | goldfish
2553 | appears
2554 | change
2555 | sending
2556 | incoming
2557 | precursor
2558 | trial
2559 | nonvolatile
2560 | behav
2561 | poisson
2562 | domains
2563 | locomotion
2564 | montreal
2565 | plotted
2566 | penalizes
2567 | inference
2568 | extra
2569 | burr
2570 | marked
2571 | bullock
2572 | penalized
2573 | translational
2574 | marker
2575 | illumination
2576 | rarely
2577 | market
2578 | prove
2579 | live
2580 | selects
2581 | sponds
2582 | analogical
2583 | envelope
2584 | clue
2585 | clus
2586 | logarithm
2587 | psth
2588 | labeled
2589 | renders
2590 | trans
2591 | stimulating
2592 | phaselocked
2593 | heart
2594 | dedicated
2595 | pauses
2596 | chir
2597 | december
2598 | chip
2599 | saito
2600 | topic
2601 | heard
2602 | refine
2603 | exclude
2604 | rescaling
2605 | occur
2606 | redundancy
2607 | fortunately
2608 | discussion
2609 | spreads
2610 | write
2611 | beat
2612 | criterion
2613 | syst
2614 | allowable
2615 | dominance
2616 | birdsong
2617 | product
2618 | southern
2619 | arrhythmia
2620 | produce
2621 | arcing
2622 | compatibility
2623 | recursive
2624 | opti
2625 | remember
2626 | explicit
2627 | accelerated
2628 | progressively
2629 | typical
2630 | approx
2631 | serving
2632 | displayed
2633 | ities
2634 | brain
2635 | synap
2636 | statistical
2637 | physiol
2638 | managers
2639 | cold
2640 | cole
2641 | ieee
2642 | birds
2643 | dynam
2644 | cartpole
2645 | acknowledge
2646 | linskers
2647 | vicinity
2648 | shaping
2649 | forms
2650 | window
2651 | correspondence
2652 | pruned
2653 | barron
2654 | introduce
2655 | scaling
2656 | tails
2657 | identically
2658 | parsing
2659 | hall
2660 | highlevel
2661 | inversion
2662 | splines
2663 | january
2664 | drop
2665 | orthonormal
2666 | bursts
2667 | cliffs
2668 | domain
2669 | significantly
2670 | gaussian
2671 | snapshots
2672 | challenges
2673 | fires
2674 | year
2675 | wavelength
2676 | happen
2677 | avoided
2678 | subnet
2679 | shown
2680 | accomplish
2681 | watanabe
2682 | space
2683 | bdmm
2684 | increase
2685 | rameter
2686 | rostral
2687 | rational
2688 | receiving
2689 | viable
2690 | albus
2691 | shows
2692 | cars
2693 | reber
2694 | divergence
2695 | cart
2696 | diagnostic
2697 | dependencies
2698 | advantages
2699 | pentland
2700 | card
2701 | care
2702 | fixed
2703 | deprivation
2704 | transition
2705 | british
2706 | suffice
2707 | eeprom
2708 | interneuron
2709 | stevens
2710 | omitted
2711 | variables
2712 | karhunen
2713 | comprised
2714 | ddimensional
2715 | directly
2716 | comprises
2717 | impossible
2718 | message
2719 | angular
2720 | size
2721 | sheet
2722 | silent
2723 | categorical
2724 | crossings
2725 | grasping
2726 | frame
2727 | baldi
2728 | pittsburgh
2729 | brains
2730 | eliminates
2731 | centroids
2732 | multiunit
2733 | mingolla
2734 | eliminated
2735 | flowers
2736 | semantics
2737 | optimise
2738 | accordance
2739 | overtraining
2740 | transferred
2741 | shunting
2742 | ratebased
2743 | accessed
2744 | seeds
2745 | decompose
2746 | remained
2747 | dynamically
2748 | geniculate
2749 | crossover
2750 | trevor
2751 | distorted
2752 | thorpe
2753 | recover
2754 | computationally
2755 | waibel
2756 | overcoming
2757 | remapping
2758 | equipment
2759 | ditional
2760 | online
2761 | objective
2762 | begin
2763 | price
2764 | phases
2765 | algebraic
2766 | importantly
2767 | landing
2768 | rationale
2769 | successive
2770 | analytically
2771 | implications
2772 | ance
2773 | kailath
2774 | replications
2775 | typically
2776 | german
2777 | sible
2778 | fifty
2779 | discovered
2780 | cascadecorrelation
2781 | realizing
2782 | ratio
2783 | proportion
2784 | texture
2785 | developed
2786 | thompson
2787 | nonlin
2788 | samuel
2789 | progress
2790 | symmetrically
2791 | differentiating
2792 | synapse
2793 | bifurcation
2794 | thermal
2795 | rithms
2796 | sonar
2797 | concert
2798 | burst
2799 | physically
2800 | welldefined
2801 | deconvolution
2802 | actively
2803 | olivary
2804 | concern
2805 | lexical
2806 | functionals
2807 | labelings
2808 | justified
2809 | schuster
2810 | notice
2811 | sompolinsky
2812 | deliver
2813 | jacobs
2814 | analyzer
2815 | analyzed
2816 | article
2817 | pixels
2818 | enabling
2819 | sparseness
2820 | segmental
2821 | embedding
2822 | nearby
2823 | characterization
2824 | overview
2825 | exploit
2826 | learning
2827 | amino
2828 | cycling
2829 | invert
2830 | kaelbling
2831 | springerverlag
2832 | buhmann
2833 | linguistic
2834 | restrictions
2835 | observers
2836 | bienenstock
2837 | external
2838 | stems
2839 | developing
2840 | handicapped
2841 | ization
2842 | orientation
2843 | metric
2844 | agnostic
2845 | redlich
2846 | bias
2847 | kmedian
2848 | develop
2849 | media
2850 | selfconsistent
2851 | epoch
2852 | figures
2853 | document
2854 | numerals
2855 | investigated
2856 | closest
2857 | initialization
2858 | sardnet
2859 | siegel
2860 | proaches
2861 | investigates
2862 | validate
2863 | distribu
2864 | winnertakeall
2865 | severe
2866 | chemotaxis
2867 | coordinate
2868 | laboratories
2869 | charged
2870 | taxi
2871 | nnpda
2872 | valuable
2873 | sweeping
2874 | correspondences
2875 | touch
2876 | speed
2877 | chorales
2878 | thinking
2879 | improvement
2880 | treatment
2881 | versa
2882 | momentum
2883 | real
2884 | rules
2885 | repetitions
2886 | early
2887 | vised
2888 | execution
2889 | parzen
2890 | utterances
2891 | hyperpolarization
2892 | collective
2893 | velocities
2894 | benefit
2895 | multiplicative
2896 | output
2897 | downward
2898 | sigmoids
2899 | fixedpoint
2900 | misclassification
2901 | twelve
2902 | exposed
2903 | duration
2904 | occams
2905 | allocated
2906 | nonzero
2907 | manipulator
2908 | lippmann
2909 | recorded
2910 | conservative
2911 | deficit
2912 | propagating
2913 | assembly
2914 | business
2915 | sixth
2916 | equivalent
2917 | morphs
2918 | softassign
2919 | exciting
2920 | throw
2921 | comparison
2922 | central
2923 | piecewise
2924 | bestfirst
2925 | fell
2926 | supervised
2927 | greatly
2928 | processor
2929 | offdiagonal
2930 | inclusion
2931 | unbounded
2932 | numerically
2933 | rolling
2934 | inverting
2935 | neuroscience
2936 | elementary
2937 | mansour
2938 | shrinking
2939 | intervention
2940 | cate
2941 | area
2942 | assumed
2943 | unmodified
2944 | dichotomy
2945 | hertz
2946 | start
2947 | cats
2948 | stars
2949 | assumes
2950 | jones
2951 | respec
2952 | delayed
2953 | posterior
2954 | attainable
2955 | copied
2956 | outliers
2957 | embedded
2958 | stanford
2959 | default
2960 | receptive
2961 | bucket
2962 | quantitatively
2963 | jackel
2964 | tones
2965 | beliefs
2966 | multiplications
2967 | packets
2968 | describe
2969 | moved
2970 | scanned
2971 | gradients
2972 | moves
2973 | antenna
2974 | inactivation
2975 | storage
2976 | elemental
2977 | caltech
2978 | mathematics
2979 | forcing
2980 | christof
2981 | karlsruhe
2982 | poor
2983 | polar
2984 | phys
2985 | drift
2986 | carpenter
2987 | peak
2988 | suited
2989 | queensland
2990 | pool
2991 | building
2992 | hayashi
2993 | condensation
2994 | munro
2995 | approxima
2996 | cleeremans
2997 | signalling
2998 | strings
2999 | monte
3000 | semantic
3001 | skeleton
3002 | pointing
3003 | foveated
3004 | splitting
3005 | month
3006 | quadrature
3007 | referring
3008 | equivalence
3009 | nonlocal
3010 | lapedes
3011 | safety
3012 | nodes
3013 | selforganization
3014 | amplitudes
3015 | transducers
3016 | voicing
3017 | verb
3018 | balancing
3019 | decide
3020 | parra
3021 | generalised
3022 | randomness
3023 | pomerleau
3024 | manager
3025 | anal
3026 | subproblems
3027 | priors
3028 | greenspan
3029 | enhancement
3030 | canonical
3031 | bilinear
3032 | dissertation
3033 | cues
3034 | learner
3035 | emotions
3036 | thickness
3037 | bernhard
3038 | fractional
3039 | learned
3040 | acknowledgments
3041 | edited
3042 | jaakkola
3043 | responded
3044 | modify
3045 | answers
3046 | modular
3047 | tracks
3048 | selective
3049 | excess
3050 | strong
3051 | colored
3052 | ahead
3053 | inspired
3054 | losses
3055 | amount
3056 | georgopoulos
3057 | unlabelled
3058 | permutation
3059 | factored
3060 | successors
3061 | uniquely
3062 | family
3063 | requiring
3064 | analyzing
3065 | aimed
3066 | trained
3067 | chunks
3068 | perceptron
3069 | mahowald
3070 | conventional
3071 | takes
3072 | probabilities
3073 | spectrogram
3074 | entails
3075 | linden
3076 | lowering
3077 | selfaveraging
3078 | rulebased
3079 | surprisingly
3080 | impulse
3081 | stabilizing
3082 | mounted
3083 | producing
3084 | pollack
3085 | sweeps
3086 | ning
3087 | nonsingular
3088 | spontaneous
3089 | history
3090 | thresholding
3091 | pushed
3092 | phrase
3093 | lacks
3094 | species
3095 | processors
3096 | utilize
3097 | reject
3098 | vigilance
3099 | exponentially
3100 | communicating
3101 | derived
3102 | wahba
3103 | horizontal
3104 | derives
3105 | workstation
3106 | spectra
3107 | carnegiemellon
3108 | assign
3109 | negligible
3110 | banks
3111 | chicks
3112 | hierarchy
3113 | cybern
3114 | held
3115 | wiener
3116 | committee
3117 | kinetic
3118 | lateral
3119 | solving
3120 | fruitful
3121 | absence
3122 | systems
3123 | differed
3124 | lira
3125 | deformation
3126 | finer
3127 | motivated
3128 | objectbased
3129 | kohonen
3130 | food
3131 | subtask
3132 | motivates
3133 | foot
3134 | generafive
3135 | flipflop
3136 | saliencies
3137 | goldstein
3138 | fully
3139 | twelfth
3140 | capability
3141 | stopped
3142 | sato
3143 | braitenberg
3144 | radial
3145 | polynomially
3146 | referred
3147 | heavy
3148 | bertsekas
3149 | sition
3150 | positioned
3151 | sketched
3152 | quantum
3153 | event
3154 | buffers
3155 | dominates
3156 | percepts
3157 | robert
3158 | surrounded
3159 | douglas
3160 | dominated
3161 | jolla
3162 | tebelskis
3163 | issue
3164 | schaik
3165 | labs
3166 | reason
3167 | base
3168 | bidirectional
3169 | earliest
3170 | american
3171 | applica
3172 | kung
3173 | scheduled
3174 | nonface
3175 | undergo
3176 | hodgkin
3177 | knots
3178 | probability
3179 | encoding
3180 | reflected
3181 | miss
3182 | prohibitively
3183 | arbitration
3184 | perturbation
3185 | subnetworks
3186 | kanade
3187 | station
3188 | expand
3189 | hundred
3190 | schema
3191 | shifted
3192 | numbered
3193 | trapped
3194 | recursively
3195 | basal
3196 | murphys
3197 | bower
3198 | signaling
3199 | shifter
3200 | authors
3201 | norms
3202 | translation
3203 | classifiers
3204 | scheme
3205 | anticipate
3206 | grey
3207 | depolarization
3208 | intensities
3209 | recovered
3210 | deciding
3211 | randomly
3212 | substantial
3213 | sentences
3214 | cumbersome
3215 | null
3216 | ratings
3217 | constructions
3218 | jour
3219 | nonseparable
3220 | laterally
3221 | useless
3222 | jacobian
3223 | sherrington
3224 | schwarze
3225 | aliasing
3226 | experienced
3227 | sponsored
3228 | position
3229 | alpha
3230 | mach
3231 | mobile
3232 | performances
3233 | clear
3234 | physica
3235 | filler
3236 | optical
3237 | electrons
3238 | clean
3239 | velocity
3240 | physics
3241 | niranjan
3242 | hyper
3243 | phenomenon
3244 | accuracies
3245 | registers
3246 | tive
3247 | completion
3248 | reminiscent
3249 | parameters
3250 | subsection
3251 | circle
3252 | edelman
3253 | dominant
3254 | albeit
3255 | trees
3256 | competing
3257 | struc
3258 | mrfs
3259 | vergence
3260 | amplification
3261 | exhibiting
3262 | gions
3263 | stored
3264 | filled
3265 | switzerland
3266 | headdirection
3267 | scanning
3268 | undergoes
3269 | unpublished
3270 | plausible
3271 | schizophrenia
3272 | descriptions
3273 | close
3274 | probable
3275 | plasticity
3276 | opper
3277 | pictures
3278 | familiarity
3279 | mussaivaldi
3280 | engel
3281 | saccades
3282 | conditions
3283 | statistically
3284 | missing
3285 | helmbold
3286 | poorer
3287 | ranked
3288 | distinguish
3289 | memorized
3290 | polygonal
3291 | sensitive
3292 | viapoints
3293 | experimental
3294 | battery
3295 | format
3296 | ehrenfeucht
3297 | spotting
3298 | instantiations
3299 | mentation
3300 | describes
3301 | coarse
3302 | collected
3303 | gestalt
3304 | empty
3305 | walter
3306 | generating
3307 | partly
3308 | covariance
3309 | modelling
3310 | deter
3311 | anthony
3312 | recalled
3313 | liver
3314 | assigning
3315 | pact
3316 | looo
3317 | wyatt
3318 | mitchell
3319 | guide
3320 | loop
3321 | neocognitron
3322 | landauer
3323 | studied
3324 | costly
3325 | tics
3326 | darrell
3327 | ready
3328 | concentration
3329 | ruppin
3330 | baseline
3331 | grant
3332 | belong
3333 | modification
3334 | estep
3335 | composition
3336 | conflict
3337 | interpolation
3338 | temporary
3339 | optic
3340 | blair
3341 | robustly
3342 | vlmms
3343 | user
3344 | dissimilarity
3345 | eigenvectors
3346 | database
3347 | cruz
3348 | segmented
3349 | consistency
3350 | distances
3351 | chord
3352 | exploits
3353 | judgments
3354 | reviewed
3355 | eckhorn
3356 | neuralnetwork
3357 | kluwer
3358 | informal
3359 | decayed
3360 | guaranteed
3361 | shortcut
3362 | representational
3363 | guarantees
3364 | remaining
3365 | duced
3366 | nnbm
3367 | march
3368 | lacking
3369 | evaluate
3370 | capacities
3371 | game
3372 | amari
3373 | damage
3374 | unconstrained
3375 | oncenter
3376 | depolarized
3377 | signal
3378 | manifest
3379 | translated
3380 | terminology
3381 | mathematical
3382 | sketch
3383 | neumann
3384 | soma
3385 | creation
3386 | pierre
3387 | trends
3388 | economic
3389 | delivered
3390 | describing
3391 | nondeterministic
3392 | deweese
3393 | minimax
3394 | exceeding
3395 | conditionally
3396 | providence
3397 | minimal
3398 | neurosciences
3399 | measures
3400 | processing
3401 | stem
3402 | pomdps
3403 | step
3404 | viewpoints
3405 | additive
3406 | backprop
3407 | subtract
3408 | predictability
3409 | wealth
3410 | integers
3411 | delaunay
3412 | neurodynamics
3413 | crosscorrelations
3414 | simulation
3415 | hinge
3416 | duda
3417 | experiences
3418 | silence
3419 | kanter
3420 | perturbing
3421 | rolls
3422 | behaving
3423 | obermayer
3424 | statistics
3425 | institut
3426 | probabilistic
3427 | placing
3428 | neurocomputer
3429 | governs
3430 | properly
3431 | reed
3432 | segregation
3433 | injection
3434 | info
3435 | intuitive
3436 | regularized
3437 | circuits
3438 | kuhn
3439 | malik
3440 | autocorrelation
3441 | nonconvex
3442 | similar
3443 | ordered
3444 | corrective
3445 | amounts
3446 | dashed
3447 | resistances
3448 | preattentive
3449 | application
3450 | electrical
3451 | transport
3452 | department
3453 | arithmetic
3454 | subnets
3455 | draw
3456 | calculating
3457 | visits
3458 | william
3459 | validity
3460 | eval
3461 | neocortex
3462 | structure
3463 | antecedent
3464 | independently
3465 | correlated
3466 | practically
3467 | blend
3468 | required
3469 | resolving
3470 | orbit
3471 | drifting
3472 | depth
3473 | neighbouring
3474 | correlates
3475 | requires
3476 | evenly
3477 | katz
3478 | proposition
3479 | stochastically
3480 | mercer
3481 | compact
3482 | alamos
3483 | statespace
3484 | uninformative
3485 | marchand
3486 | electrophysiological
3487 | excluded
3488 | suite
3489 | wave
3490 | unstructured
3491 | tradeoffs
3492 | cellular
3493 | matrices
3494 | tonal
3495 | positions
3496 | michael
3497 | queen
3498 | assignments
3499 | deleting
3500 | enforce
3501 | configurations
3502 | piecewiselinear
3503 | compensated
3504 | jump
3505 | picked
3506 | theo
3507 | melody
3508 | ferromagnetic
3509 | plays
3510 | invertible
3511 | opaque
3512 | cell
3513 | evoked
3514 | experiment
3515 | poles
3516 | watrous
3517 | posterjori
3518 | aligning
3519 | focuses
3520 | stance
3521 | commercial
3522 | gradientdescent
3523 | focused
3524 | lowerlevel
3525 | rowley
3526 | canals
3527 | convert
3528 | arrive
3529 | preferentially
3530 | products
3531 | postprocessing
3532 | chang
3533 | gene
3534 | examining
3535 | stabilization
3536 | addresses
3537 | clark
3538 | mented
3539 | manage
3540 | calcium
3541 | addressed
3542 | boolean
3543 | revow
3544 | comers
3545 | biophysical
3546 | superpositions
3547 | remains
3548 | eralization
3549 | camera
3550 | vehicle
3551 | exhaustive
3552 | simpler
3553 | reflects
3554 | optimizing
3555 | formally
3556 | ecoc
3557 | adelson
3558 | started
3559 | mismatch
3560 | visibility
3561 | rivalry
3562 | huxley
3563 | mauthner
3564 | crosses
3565 | averaged
3566 | haussler
3567 | domainspecific
3568 | infinitesimal
3569 | crossed
3570 | meet
3571 | drops
3572 | averages
3573 | control
3574 | links
3575 | sought
3576 | junctions
3577 | photoreceptors
3578 | narx
3579 | arrangement
3580 | located
3581 | friesen
3582 | mcnaughton
3583 | circular
3584 | ronald
3585 | fatigue
3586 | insufficient
3587 | computations
3588 | baird
3589 | swimming
3590 | fastest
3591 | sigmoid
3592 | minimising
3593 | combinations
3594 | primates
3595 | including
3596 | hypersurface
3597 | mentioned
3598 | converting
3599 | facilitates
3600 | stomatogastric
3601 | mainen
3602 | blake
3603 | outer
3604 | temporal
3605 | bradley
3606 | alexander
3607 | wellknown
3608 | pixel
3609 | ically
3610 | articulation
3611 | factorial
3612 | auto
3613 | molecule
3614 | tdnn
3615 | subtraction
3616 | hands
3617 | front
3618 | axon
3619 | masters
3620 | turk
3621 | university
3622 | magnitude
3623 | mode
3624 | pools
3625 | upward
3626 | baxter
3627 | chunk
3628 | inverted
3629 | constitute
3630 | computable
3631 | variety
3632 | measure
3633 | separating
3634 | inverter
3635 | erties
3636 | transitions
3637 | special
3638 | maximizes
3639 | galland
3640 | xaxis
3641 | maximized
3642 | pendent
3643 | discontinuity
3644 | diagonal
3645 | completely
3646 | evidential
3647 | geometry
3648 | determining
3649 | route
3650 | times
3651 | counterpart
3652 | derivations
3653 | tivity
3654 | eters
3655 | snyder
3656 | koller
3657 | powerful
3658 | improving
3659 | precisely
3660 | quality
3661 | biasing
3662 | management
3663 | hyperbolic
3664 | bears
3665 | revealed
3666 | adjoint
3667 | achieved
3668 | relations
3669 | attack
3670 | foveal
3671 | neurotransmitter
3672 | perfectly
3673 | final
3674 | prone
3675 | lists
3676 | dyna
3677 | manipulation
3678 | fuzzy
3679 | ssom
3680 | updating
3681 | filledin
3682 | distinguishes
3683 | submitted
3684 | claim
3685 | providing
3686 | distinguished
3687 | behaviors
3688 | function
3689 | enforced
3690 | unchanged
3691 | msec
3692 | goldberg
3693 | enforces
3694 | keller
3695 | constrained
3696 | border
3697 | microphone
3698 | mappings
3699 | drucker
3700 | pursued
3701 | instance
3702 | sufficiency
3703 | detector
3704 | dubm
3705 | visualize
3706 | connected
3707 | renals
3708 | nuisance
3709 | intrinsic
3710 | gallery
3711 | annulus
3712 | stereo
3713 | topographic
3714 | subtracted
3715 | consequences
3716 | schulten
3717 | inde
3718 | proceedings
3719 | construction
3720 | snapshot
3721 | gesture
3722 | databases
3723 | constrain
3724 | indi
3725 | deletion
3726 | emerging
3727 | parker
3728 | violation
3729 | indoor
3730 | minsky
3731 | poggio
3732 | higherlevel
3733 | based
3734 | canberra
3735 | winner
3736 | wellekens
3737 | receptors
3738 | marder
3739 | reactive
3740 | bases
3741 | rendering
3742 | attained
3743 | employed
3744 | thresholds
3745 | achieve
3746 | computa
3747 | michigan
3748 | quantified
3749 | joint
3750 | quantifies
3751 | procedures
3752 | gray
3753 | evolution
3754 | evident
3755 | expansions
3756 | tuned
3757 | thalamic
3758 | processed
3759 | unitobs
3760 | graf
3761 | multiplying
3762 | computed
3763 | modelfree
3764 | cuts
3765 | humans
3766 | operates
3767 | argued
3768 | computes
3769 | computer
3770 | reinforcements
3771 | usefulness
3772 | operated
3773 | olshen
3774 | illusory
3775 | tend
3776 | state
3777 | wavelet
3778 | correctly
3779 | tens
3780 | klopf
3781 | comparable
3782 | sole
3783 | importance
3784 | interfere
3785 | efficiency
3786 | nettalk
3787 | problem
3788 | hits
3789 | limits
3790 | presentations
3791 | succeed
3792 | articulators
3793 | estimation
3794 | articulatory
3795 | jersey
3796 | higherorder
3797 | harmonic
3798 | invisible
3799 | bspline
3800 | maximize
3801 | kings
3802 | ifthen
3803 | orig
3804 | kinematic
3805 | addition
3806 | discrimination
3807 | cent
3808 | inertia
3809 | slowly
3810 | treat
3811 | recognize
3812 | kdimensional
3813 | senses
3814 | diversity
3815 | tors
3816 | subspace
3817 | consequential
3818 | controller
3819 | sensed
3820 | fullyconnected
3821 | wakesleep
3822 | exclusiveor
3823 | semidefinite
3824 | unsegmented
3825 | contexts
3826 | tory
3827 | harder
3828 | yuille
3829 | examines
3830 | quired
3831 | neurol
3832 | neuron
3833 | surface
3834 | examined
3835 | conical
3836 | capture
3837 | saccadic
3838 | generic
3839 | began
3840 | regularities
3841 | strange
3842 | speaker
3843 | schematic
3844 | tapped
3845 | experimented
3846 | effect
3847 | frequently
3848 | ponent
3849 | blurring
3850 | resentations
3851 | transaction
3852 | reflection
3853 | bootstrapping
3854 | modeled
3855 | bohr
3856 | spherical
3857 | increasingly
3858 | accurate
3859 | sources
3860 | mistakes
3861 | distant
3862 | skill
3863 | coordination
3864 | density
3865 | extends
3866 | natl
3867 | compares
3868 | ample
3869 | devised
3870 | munich
3871 | collections
3872 | unseen
3873 | sequencing
3874 | turbulence
3875 | intersection
3876 | prominent
3877 | loss
3878 | lincoln
3879 | tomita
3880 | sizes
3881 | exploiting
3882 | fernando
3883 | sized
3884 | roth
3885 | highspeed
3886 | lose
3887 | page
3888 | shed
3889 | neuneier
3890 | proteins
3891 | phenomena
3892 | library
3893 | contin
3894 | cleveland
3895 | home
3896 | peter
3897 | reticular
3898 | charges
3899 | demonstrates
3900 | overlap
3901 | mutation
3902 | intersections
3903 | demonstrated
3904 | limitations
3905 | pyloric
3906 | inaccurate
3907 | reaching
3908 | journal
3909 | lissom
3910 | expansion
3911 | offset
3912 | tempering
3913 | generatire
3914 | mlps
3915 | freedom
3916 | recognized
3917 | compatible
3918 | recognizer
3919 | recognizes
3920 | tongue
3921 | equally
3922 | previously
3923 | primal
3924 | washington
3925 | receptor
3926 | additions
3927 | strategy
3928 | utility
3929 | additional
3930 | synthesized
3931 | noticed
3932 | synthesizer
3933 | exposure
3934 | suzuki
3935 | asymptotics
3936 | ghost
3937 | williamson
3938 | north
3939 | triangular
3940 | weight
3941 | histogram
3942 | subjective
3943 | neutral
3944 | hierarchical
3945 | goals
3946 | highest
3947 | echoes
3948 | converter
3949 | cells
3950 | signed
3951 | projecting
3952 | limit
3953 | steepest
3954 | ganglion
3955 | display
3956 | mechanics
3957 | devise
3958 | universal
3959 | linearity
3960 | multimodal
3961 | beats
3962 | crystals
3963 | eric
3964 | diego
3965 | functions
3966 | barto
3967 | ghahramani
3968 | warland
3969 | compete
3970 | stat
3971 | star
3972 | radially
3973 | stay
3974 | pathways
3975 | additionally
3976 | stan
3977 | spence
3978 | inseg
3979 | martin
3980 | persistent
3981 | inset
3982 | littman
3983 | northholland
3984 | diagnosis
3985 | determination
3986 | formance
3987 | multichip
3988 | indirectly
3989 | saturating
3990 | similarity
3991 | hemmen
3992 | dynamic
3993 | ruyter
3994 | consists
3995 | selec
3996 | calculate
3997 | segments
3998 | presents
3999 | teaching
4000 | updated
4001 | activation
4002 | connects
4003 | twostage
4004 | updates
4005 | govern
4006 | overcomes
4007 | affect
4008 | lefthand
4009 | vast
4010 | skills
4011 | solution
4012 | frozen
4013 | convenience
4014 | vector
4015 | enhance
4016 | markov
4017 | heading
4018 | occupancy
4019 | likeli
4020 | force
4021 | concise
4022 | japanese
4023 | qualitatively
4024 | implemented
4025 | preferences
4026 | iterating
4027 | complexities
4028 | rollout
4029 | lights
4030 | coefficient
4031 | evolving
4032 | presynaptic
4033 | gullapalli
4034 | votes
4035 | refinement
4036 | possibility
4037 | active
4038 | activa
4039 | interpret
4040 | contraction
4041 | mstep
4042 | suitably
4043 | economics
4044 | bumps
4045 | ignoring
4046 | credit
4047 | permit
4048 | adopting
4049 | suitable
4050 | joshua
4051 | yamada
4052 | digitally
4053 | rosenberg
4054 | slices
4055 | mecha
4056 | counts
4057 | circumvent
4058 | landscape
4059 | cybenko
4060 | army
4061 | hypercolumn
4062 | arms
4063 | servanschreiber
4064 | mation
4065 | overhead
4066 | survive
4067 | leaky
4068 | type
4069 | arma
4070 | composite
4071 | warp
4072 | berlin
4073 | adult
4074 | ward
4075 | aligned
4076 | room
4077 | setup
4078 | worth
4079 | obstacle
4080 | exceptions
4081 | hansen
4082 | root
4083 | sinusoidal
4084 | alternating
4085 | give
4086 | programming
4087 | implementations
4088 | involve
4089 | degenerate
4090 | magnitudes
4091 | aging
4092 | predictors
4093 | elicited
4094 | plaut
4095 | faults
4096 | answer
4097 | bellshaped
4098 | undesirable
4099 | oscillatory
4100 | undergoing
4101 | replacing
4102 | oscillators
4103 | summarize
4104 | synchrony
4105 | centersurround
4106 | attempt
4107 | substructures
4108 | owls
4109 | maintain
4110 | plied
4111 | operate
4112 | operations
4113 | deco
4114 | deci
4115 | enter
4116 | indepen
4117 | murray
4118 | responsive
4119 | scoring
4120 | finitestate
4121 | personal
4122 | knierim
4123 | kappen
4124 | autoassociator
4125 | differently
4126 | knudsen
4127 | weeks
4128 | schmidt
4129 | overcome
4130 | maximal
4131 | aston
4132 | viola
4133 | combination
4134 | fixation
4135 | weakness
4136 | singularity
4137 | grammar
4138 | brightness
4139 | ekman
4140 | mead
4141 | acoustic
4142 | side
4143 | bond
4144 | successively
4145 | setpoint
4146 | principles
4147 | rulebase
4148 | conductance
4149 | taught
4150 | trading
4151 | clauses
4152 | principled
4153 | extract
4154 | realtime
4155 | gradient
4156 | restricted
4157 | crucial
4158 | content
4159 | reader
4160 | surprise
4161 | plete
4162 | turning
4163 | linear
4164 | voltages
4165 | ascending
4166 | proportionality
4167 | atkeson
4168 | starts
4169 | messages
4170 | signature
4171 | moving
4172 | cleaning
4173 | features
4174 | synthesize
4175 | mips
4176 | stinchcombe
4177 | hood
4178 | zeros
4179 | burgess
4180 | brevity
4181 | typing
4182 | tokens
4183 | ference
4184 | begins
4185 | distance
4186 | photoreceptor
4187 | keyword
4188 | princeton
4189 | structures
4190 | enabled
4191 | imputation
4192 | normalizing
4193 | preparation
4194 | matter
4195 | wiesel
4196 | biochemical
4197 | enables
4198 | anatomically
4199 | extracting
4200 | mini
4201 | modulating
4202 | sees
4203 | quence
4204 | membranes
4205 | modern
4206 | mind
4207 | mining
4208 | ming
4209 | chen
4210 | seed
4211 | emphasizing
4212 | quency
4213 | seek
4214 | tells
4215 | analyzers
4216 | venkatesh
4217 | fitting
4218 | chess
4219 | kirkpatrick
4220 | boltzmann
4221 | regular
4222 | iterate
4223 | inconsistency
4224 | ceedings
4225 | observation
4226 | crossvalidation
4227 | medical
4228 | points
4229 | principle
4230 | hamming
4231 | vries
4232 | rapture
4233 | probe
4234 | speedup
4235 | proba
4236 | waveforms
4237 | attempts
4238 | piriform
4239 | consequent
4240 | fillingin
4241 | explain
4242 | arpa
4243 | judged
4244 | zerocrossing
4245 | integrate
4246 | biophys
4247 | tdnns
4248 | establishes
4249 | stop
4250 | perceive
4251 | christopher
4252 | pattem
4253 | barlow
4254 | fields
4255 | intervals
4256 | architecture
4257 | told
4258 | ears
4259 | gerstner
4260 | decides
4261 | reference
4262 | imitate
4263 | testing
4264 | emergent
4265 | zones
4266 | decided
4267 | kivinen
4268 | incorporating
4269 | subject
4270 | exponent
4271 | inappropriate
4272 | artificial
4273 | nontarget
4274 | shultz
4275 | simplest
4276 | sorts
4277 | tolerance
4278 | triples
4279 | restricting
4280 | residual
4281 | harvard
4282 | nonwords
4283 | modeling
4284 | picking
4285 | havior
4286 | suggested
4287 | uncertainty
4288 | asymmetry
4289 | steveninck
4290 | distinction
4291 | contribution
4292 | portant
4293 | appeared
4294 | gated
4295 | exemplars
4296 | height
4297 | initiative
4298 | loaded
4299 | targeting
4300 | puts
4301 | basis
4302 | arbib
4303 | tiny
4304 | ting
4305 | trigger
4306 | replicate
4307 | interest
4308 | basic
4309 | basin
4310 | formalized
4311 | deeper
4312 | efficacy
4313 | quantities
4314 | argument
4315 | manifolds
4316 | exception
4317 | tank
4318 | occam
4319 | tanh
4320 | tang
4321 | maunsell
4322 | neal
4323 | spontaneously
4324 | suppose
4325 | westervelt
4326 | tant
4327 | correlogram
4328 | changed
4329 | mexico
4330 | counterexamples
4331 | seattle
4332 | mouse
4333 | disappear
4334 | grown
4335 | specialization
4336 | parisi
4337 | make
4338 | potentially
4339 | mixtures
4340 | filtered
4341 | grows
4342 | evolve
4343 | differing
4344 | potentials
4345 | opportunity
4346 | weakly
4347 | programs
4348 | settled
4349 | stimuli
4350 | moorepenrose
4351 | materials
4352 | qualities
4353 | hyperparameter
4354 | claims
4355 | paradigm
4356 | left
4357 | protocol
4358 | consciousness
4359 | sentence
4360 | stimulations
4361 | assigned
4362 | bandwidth
4363 | psych
4364 | transforms
4365 | human
4366 | facts
4367 | instantiation
4368 | candidate
4369 | infinitely
4370 | legion
4371 | regarded
4372 | royal
4373 | save
4374 | trimming
4375 | reuse
4376 | transconductance
4377 | converged
4378 | background
4379 | performance
4380 | depicts
4381 | shoulder
4382 | occlusion
4383 | performing
4384 | manual
4385 | unnecessary
4386 | arrivals
4387 | detections
4388 | interestingly
4389 | stryker
4390 | dean
4391 | deal
4392 | dead
4393 | statistic
4394 | translates
4395 | separately
4396 | dense
4397 | tracked
4398 | investigations
4399 | syllable
4400 | personnaz
4401 | unstable
4402 | incidence
4403 | meanings
4404 | bold
4405 | huber
4406 | predicting
4407 | popular
4408 | speakerdependent
4409 | powerlaw
4410 | hubel
4411 | super
4412 | smolensky
4413 | wavelets
4414 | magazine
4415 | automatically
4416 | nerve
4417 | motivate
4418 | almeida
4419 | formulae
4420 | cascaded
4421 | chooses
4422 | lies
4423 | amsterdam
4424 | refined
4425 | cones
4426 | initial
4427 | approximate
4428 | schmidhuber
4429 | editor
4430 | fraction
4431 | multiscale
4432 | lowe
4433 | form
4434 | analyse
4435 | fore
4436 | idealized
4437 | failure
4438 | granger
4439 | archi
4440 | infor
4441 | builds
4442 | streaming
4443 | prevents
4444 | attached
4445 | bounds
4446 | benchmarks
4447 | stages
4448 | delete
4449 | originating
4450 | jabri
4451 | classic
4452 | covers
4453 | regularisation
4454 | leaveoneout
4455 | floating
4456 | discriminate
4457 | locality
4458 | generally
4459 | linguistics
4460 | digital
4461 | utilities
4462 | tribution
4463 | curvature
4464 | transfers
4465 | quinlan
4466 | billion
4467 | factorized
4468 | assume
4469 | pseudo
4470 | tionist
4471 | daily
4472 | assump
4473 | restored
4474 | shop
4475 | primed
4476 | mild
4477 | skin
4478 | morphology
4479 | mill
4480 | barkai
4481 | retention
4482 | depend
4483 | disorders
4484 | martinetz
4485 | technique
4486 | editors
4487 | finally
4488 | monotonically
4489 | marks
4490 | phonemes
4491 | analogous
4492 | string
4493 | geometrical
4494 | lynch
4495 | biasvariance
4496 | leftmost
4497 | iter
4498 | noiseless
4499 | item
4500 | tums
4501 | signif
4502 | perceptual
4503 | round
4504 | attracting
4505 | unexpected
4506 | decompositions
4507 | oscillation
4508 | monocular
4509 | dealing
4510 | maximization
4511 | measurable
4512 | literature
4513 | autoencoders
4514 | umli
4515 | talker
4516 | targets
4517 | adds
4518 | inputoutput
4519 | annals
4520 | template
4521 | overcomplete
4522 | international
4523 | unrestricted
4524 | addi
4525 | tecture
4526 | unobserved
4527 | french
4528 | tangent
4529 | wait
4530 | alto
4531 | canadian
4532 | institute
4533 | shift
4534 | somatic
4535 | exploitation
4536 | spheres
4537 | simultaneous
4538 | suggestion
4539 | conveniently
4540 | kauffman
4541 | adjustable
4542 | spatially
4543 | regeneration
4544 | previ
4545 | flexibility
4546 | plots
4547 | littlestone
4548 | transductive
4549 | lockery
4550 | hierarchically
4551 | franco
4552 | sharper
4553 | sake
4554 | visit
4555 | nonsymmetric
4556 | france
4557 | scenarios
4558 | encode
4559 | compactly
4560 | epsp
4561 | sharing
4562 | acceptable
4563 | rigid
4564 | distractors
4565 | olive
4566 | effort
4567 | capturing
4568 | rotational
4569 | tokyo
4570 | deformed
4571 | avoiding
4572 | reviews
4573 | growing
4574 | making
4575 | repre
4576 | nearest
4577 | predict
4578 | permutations
4579 | confused
4580 | agent
4581 | sample
4582 | council
4583 | heckerman
4584 | spanning
4585 | normalize
4586 | regularization
4587 | arbor
4588 | tilt
4589 | ping
4590 | holmdel
4591 | harmonium
4592 | chemical
4593 | nmse
4594 | pure
4595 | tile
4596 | pathway
4597 | sigmapi
4598 | inputs
4599 | designer
4600 | strokes
4601 | membership
4602 | separators
4603 | designed
4604 | grow
4605 | noun
4606 | outline
4607 | johnson
4608 | cascade
4609 | switch
4610 | block
4611 | jain
4612 | interconnectivity
4613 | electrosensory
4614 | talk
4615 | schwartz
4616 | exponentiated
4617 | gradual
4618 | pointed
4619 | entity
4620 | stability
4621 | pitch
4622 | differs
4623 | peterson
4624 | shortrange
4625 | pointer
4626 | equiv
4627 | group
4628 | monitor
4629 | interesting
4630 | policy
4631 | mail
4632 | main
4633 | texas
4634 | tonic
4635 | holons
4636 | views
4637 | impulses
4638 | axons
4639 | isomorphic
4640 | touching
4641 | irre
4642 | developments
4643 | possess
4644 | wellsuited
4645 | cognition
4646 | arrows
4647 | proximation
4648 | abnormal
4649 | continu
4650 | yield
4651 | spiking
4652 | canada
4653 | emerges
4654 | jackson
4655 | interference
4656 | nominal
4657 | emerged
4658 | dominate
4659 | sensor
4660 | correct
4661 | asymptote
4662 | ryckebusch
4663 | mechanisms
4664 | boahen
4665 | brooks
4666 | california
4667 | bayes
4668 | ackley
4669 | atick
4670 | inductive
4671 | sejnowski
4672 | advance
4673 | watts
4674 | autoregressive
4675 | derivation
4676 | language
4677 | ministry
4678 | widths
4679 | listings
4680 | thing
4681 | principe
4682 | frequent
4683 | kernel
4684 | long
4685 | specificity
4686 | carry
4687 | sounds
4688 | suffices
4689 | facilitation
4690 | estimations
4691 | speaking
4692 | eyes
4693 | warmuth
4694 | inefficient
4695 | memo
4696 | continuous
4697 | accurately
4698 | broadcast
4699 | anandan
4700 | coefficients
4701 | ijcnn
4702 | multipleinstance
4703 | neuralnet
4704 | inferring
4705 | melodic
4706 | erps
4707 | sulu
4708 | topics
4709 | capacitors
4710 | voiced
4711 | occupied
4712 | modality
4713 | speakers
4714 | efficient
4715 | pineda
4716 | sponse
4717 | fallside
4718 | converges
4719 | potential
4720 | interior
4721 | environ
4722 | modulus
4723 | switching
4724 | channel
4725 | formulas
4726 | pain
4727 | trace
4728 | normal
4729 | track
4730 | friedman
4731 | correlation
4732 | paid
4733 | invertebrate
4734 | beta
4735 | sheets
4736 | tract
4737 | pair
4738 | sutton
4739 | surprising
4740 | sigma
4741 | twolayer
4742 | precise
4743 | rating
4744 | lexicon
4745 | shot
4746 | show
4747 | interspike
4748 | threshold
4749 | corner
4750 | apriori
4751 | histories
4752 | fanty
4753 | analytic
4754 | utgoff
4755 | black
4756 | helix
4757 | cepstral
4758 | unmixing
4759 | sensitivities
4760 | extracellular
4761 | ranking
4762 | contracts
4763 | designated
4764 | unimportant
4765 | conjunction
4766 | mozer
4767 | secondary
4768 | median
4769 | medial
4770 | summary
4771 | characteristic
4772 | nondecreasing
4773 | bridle
4774 | communicated
4775 | ence
4776 | kryukov
4777 | blurred
4778 | relative
4779 | fanout
4780 | eliminating
4781 | satisfying
4782 | intrator
4783 | label
4784 | boundaries
4785 | geometric
4786 | reading
4787 | checks
4788 | deletions
4789 | august
4790 | parent
4791 | heterogeneous
4792 | fluctuations
4793 | dates
4794 | parentheses
4795 | tractable
4796 | tour
4797 | generalisation
4798 | forecasting
4799 | cancer
4800 | ized
4801 | grants
4802 | spans
4803 | cancel
4804 | unusual
4805 | tuning
4806 | capable
4807 | mark
4808 | mart
4809 | workshop
4810 | marr
4811 | eeckman
4812 | sumsquared
4813 | mary
4814 | offered
4815 | dramatic
4816 | optimality
4817 | bayesian
4818 | sound
4819 | klaus
4820 | stacked
4821 | disconnected
4822 | kanerva
4823 | profiles
4824 | ongoing
4825 | threelayer
4826 | promising
4827 | investigating
4828 | nonstationary
4829 | margin
4830 | versus
4831 | planar
4832 | characteristics
4833 | marcel
4834 | cluster
4835 | sudden
4836 | primitives
4837 | protein
4838 | stolorz
4839 | movements
4840 | bags
4841 | formulations
4842 | speech
4843 | arguments
4844 | autonomously
4845 | amenable
4846 | httpwww
4847 | assist
4848 | hulls
4849 | running
4850 | climbing
4851 | invariance
4852 | totally
4853 | drain
4854 | largely
4855 | onedimensional
4856 | roughly
4857 | solve
4858 | bumping
4859 | consisted
4860 | gates
4861 | niebur
4862 | adjustments
4863 | aspect
4864 | multiples
4865 | doctoral
4866 | param
4867 | grating
4868 | extensive
4869 | genome
4870 | nonoverlapping
4871 | wordlevel
4872 | inhibition
4873 | grid
4874 | mcmc
4875 | claiborne
4876 | vertically
4877 | englewood
4878 | adams
4879 | identifying
4880 | maintained
4881 | serves
4882 | latencies
4883 | facing
4884 | chamber
4885 | yingyang
4886 | nose
4887 | neuronal
4888 | served
4889 | specifies
4890 | routines
4891 | images
4892 | organizing
4893 | matching
4894 | alternates
4895 | gross
4896 | interpolators
4897 | excitation
4898 | pnas
4899 | confirm
4900 | extensively
4901 | critical
4902 | decomposition
4903 | expressing
4904 | greyscale
4905 | moderate
4906 | measuring
4907 | pitiform
4908 | cliques
4909 | seconds
4910 | kyoto
4911 | notable
4912 | notably
4913 | broken
4914 | refers
4915 | anastasio
4916 | delbriick
4917 | conducting
4918 | smear
4919 | theorems
4920 | develops
4921 | practical
4922 | mixed
4923 | acyclic
4924 | road
4925 | graphically
4926 | spreading
4927 | linearization
4928 | newtons
4929 | references
4930 | strip
4931 | jerusalem
4932 | spline
4933 | nectionist
4934 | maass
4935 | percept
4936 | brute
4937 | decode
4938 | labelling
4939 | damping
4940 | weightelimination
4941 | tectal
4942 | mars
4943 | sophisticated
4944 | zerocrossings
4945 | borders
4946 | shortterm
4947 | subcortical
4948 | arranged
4949 | timedelays
4950 | bandwidths
4951 | exemplar
4952 | cauwenberghs
4953 | subclasses
4954 | homotopy
4955 | contralateral
4956 | retrained
4957 | deep
4958 | general
4959 | examine
4960 | contextdependent
4961 | file
4962 | lifetime
4963 | allocating
4964 | fill
4965 | formant
4966 | assessing
4967 | binocular
4968 | hybrid
4969 | field
4970 | cleanup
4971 | students
4972 | durations
4973 | vertex
4974 | deriving
4975 | important
4976 | chris
4977 | remote
4978 | inhibited
4979 | week
4980 | resembles
4981 | starting
4982 | represent
4983 | cooperative
4984 | mization
4985 | expressions
4986 | children
4987 | vestibuloocular
4988 | shattered
4989 | preserves
4990 | albrecht
4991 | preserved
4992 | knot
4993 | demers
4994 | neuroscale
4995 | straightforward
4996 | somers
4997 | translations
4998 | plausibility
4999 | fall
5000 | kappa
5001 | bottleneck
5002 | applicable
5003 | damped
5004 | biological
5005 | nonrigid
5006 | allocations
5007 | neighborhood
5008 | andor
5009 | periodicity
5010 | ritter
5011 | burges
5012 | perception
5013 | vecchi
5014 | steadystate
5015 | marginal
5016 | subscripts
5017 | rollouts
5018 | brackets
5019 | veto
5020 | univer
5021 | activations
5022 | ences
5023 | movement
5024 | outgoing
5025 | ranged
5026 | component
5027 | ranges
5028 | operating
5029 | capacitor
5030 | search
5031 | generalizing
5032 | published
5033 | narrow
5034 | pathological
5035 | quotient
5036 | establish
5037 | readily
5038 | tesauro
5039 | wanted
5040 | phonemic
5041 | uniformity
5042 | versity
5043 | distinct
5044 | destination
5045 | humphreys
5046 | comparing
5047 | aperture
5048 | torre
5049 | iteratively
5050 | achieving
5051 | diamond
5052 | depen
5053 | constructs
5054 | controlling
5055 | varying
5056 | neurosci
5057 | projective
5058 | hour
5059 | middle
5060 | recall
5061 | remain
5062 | strategies
5063 | specialized
5064 | houk
5065 | compare
5066 | mackay
5067 | synchronized
5068 | stacking
5069 | longterm
5070 | hcnn
5071 | share
5072 | cation
5073 | sphere
5074 | minimum
5075 | numbers
5076 | hyperplane
5077 | sharp
5078 | robinson
5079 | stim
5080 | bernander
5081 | acts
5082 | responsibilities
5083 | maps
5084 | larsen
5085 | ensemble
5086 | advice
5087 | tsitsiklis
5088 | connectivity
5089 | blood
5090 | coming
5091 | response
5092 | interpolated
5093 | lookahead
5094 | zeromean
5095 | secs
5096 | responsibility
5097 | playing
5098 | radar
5099 | filters
5100 | existence
5101 | suffer
5102 | controllable
5103 | datadependent
5104 | sodium
5105 | energies
5106 | stereopsis
5107 | late
5108 | detected
5109 | microscopic
5110 | initializing
5111 | freund
5112 | good
5113 | seeking
5114 | males
5115 | encouraging
5116 | walls
5117 | compound
5118 | oxford
5119 | formulating
5120 | association
5121 | easily
5122 | micro
5123 | token
5124 | gender
5125 | repeating
5126 | clamp
5127 | iden
5128 | mental
5129 | exons
5130 | house
5131 | energy
5132 | hard
5133 | winnow
5134 | idea
5135 | extended
5136 | obtains
5137 | portland
5138 | hart
5139 | bility
5140 | flower
5141 | funding
5142 | singapore
5143 | projected
5144 | acting
5145 | sloan
5146 | learners
5147 | evaluation
5148 | foreground
5149 | lawrence
5150 | enforcing
5151 | jmeasure
5152 | difficulty
5153 | terminals
5154 | rated
5155 | members
5156 | beginning
5157 | benefits
5158 | gluck
5159 | fritzke
5160 | inspection
5161 | computers
5162 | brainstem
5163 | nonnegative
5164 | vmos
5165 | conducted
5166 | harris
5167 | reinforced
5168 | indebted
5169 | dont
5170 | instances
5171 | utilized
5172 | msequence
5173 | inhibits
5174 | elevator
5175 | dong
5176 | razor
5177 | twenty
5178 | smoother
5179 | construct
5180 | player
5181 | regulation
5182 | assumption
5183 | amplifiers
5184 | compromise
5185 | compartment
5186 | smoothed
5187 | muscles
5188 | favorably
5189 | park
5190 | selector
5191 | part
5192 | favorable
5193 | alkon
5194 | separability
5195 | oscillate
5196 | peaked
5197 | cyclic
5198 | recording
5199 | contrary
5200 | supposed
5201 | treated
5202 | interactive
5203 | ages
5204 | dendritic
5205 | categorized
5206 | sensorimotor
5207 | confirms
5208 | orders
5209 | paths
5210 | built
5211 | depending
5212 | ation
5213 | onset
5214 | extracted
5215 | build
5216 | sereno
5217 | gradientbased
5218 | compo
5219 | depths
5220 | simoncelli
5221 | assoc
5222 | significant
5223 | compu
5224 | services
5225 | extremely
5226 | branching
5227 | tional
5228 | syntax
5229 | saturate
5230 | reflections
5231 | azimuth
5232 | hodgkinhuxley
5233 | organism
5234 | joining
5235 | sector
5236 | thomas
5237 | disturbances
5238 | scattered
5239 | converge
5240 | touretzky
5241 | wasted
5242 | minimizing
5243 | relation
5244 | malignant
5245 | carefully
5246 | fine
5247 | find
5248 | multichannel
5249 | giant
5250 | depended
5251 | dividing
5252 | nervous
5253 | distributed
5254 | adaline
5255 | aperiodic
5256 | generators
5257 | lips
5258 | merged
5259 | boulder
5260 | intractable
5261 | notation
5262 | permission
5263 | express
5264 | cheaper
5265 | flamework
5266 | breast
5267 | meir
5268 | sill
5269 | restart
5270 | meilijson
5271 | spikes
5272 | mcculloch
5273 | remove
5274 | common
5275 | logistic
5276 | locating
5277 | proximal
5278 | learnable
5279 | tended
5280 | geoff
5281 | individual
5282 | mdimensional
5283 | forthcoming
5284 | theoretic
5285 | reconstructing
5286 | expert
5287 | visiting
5288 | halves
5289 | smallest
5290 | subscript
5291 | experi
5292 | consonants
5293 | hippocampus
5294 | responses
5295 | complementary
5296 | complement
5297 | aircraft
5298 | premise
5299 | pami
5300 | lightness
5301 | informatik
5302 | reverse
5303 | powers
5304 | annual
5305 | foreign
5306 | baltimore
5307 | point
5308 | simple
5309 | asymptotically
5310 | simply
5311 | mstd
5312 | suppressing
5313 | adaptively
5314 | expensive
5315 | kernels
5316 | consuming
5317 | transformations
5318 | bradtke
5319 | discriminant
5320 | create
5321 | intracellular
5322 | vertebrate
5323 | twostate
5324 | laplacian
5325 | dropping
5326 | meeting
5327 | addison
5328 | kalman
5329 | repertoire
5330 | understand
5331 | prices
5332 | attractors
5333 | replaces
5334 | classifications
5335 | comparator
5336 | solid
5337 | bill
5338 | tolerate
5339 | replaced
5340 | adjusts
5341 | drawbacks
5342 | encountered
5343 | neuromodulation
5344 | righthand
5345 | janus
5346 | benign
5347 | bengio
5348 | emphasize
5349 | ruth
5350 | development
5351 | attenuation
5352 | estima
5353 | latency
5354 | lowing
5355 | timit
5356 | moment
5357 | stripe
5358 | qvalue
5359 | koch
5360 | aggregate
5361 | gestures
5362 | task
5363 | percentages
5364 | craven
5365 | simmons
5366 | swiss
5367 | organization
5368 | chemistry
5369 | parametric
5370 | spend
5371 | resistive
5372 | saccade
5373 | isolated
5374 | shape
5375 | alternative
5376 | alignment
5377 | letting
5378 | superficial
5379 | guyon
5380 | alternate
5381 | consonant
5382 | source
5383 | ganglia
5384 | clamping
5385 | solvable
5386 | excited
5387 | squashing
5388 | matters
5389 | insect
5390 | movellan
5391 | cognitive
5392 | decisionmaking
5393 | indication
5394 | pointwise
5395 | absolutely
5396 | back
5397 | bach
5398 | strongest
5399 | examples
5400 | mirror
5401 | oscillations
5402 | server
5403 | pronounced
5404 | scale
5405 | euclidian
5406 | contacts
5407 | affects
5408 | decision
5409 | integration
5410 | connecting
5411 | tially
5412 | scalp
5413 | scofield
5414 | fixations
5415 | saad
5416 | mangasarian
5417 | patient
5418 | continuing
5419 | concatenated
5420 | restrictive
5421 | optimiza
5422 | regularizers
5423 | impor
5424 | hilbert
5425 | constrains
5426 | neurobiology
5427 | illposed
5428 | constraint
5429 | qfunction
5430 | gratings
5431 | extensions
5432 | addemup
5433 | scripts
5434 | interpolant
5435 | cjch
5436 | steven
5437 | frames
5438 | proportional
5439 | phonological
5440 | multilayer
5441 | kmean
5442 | normality
5443 | pronunciation
5444 | pared
5445 | handbook
5446 | forward
5447 | translate
5448 | opponent
5449 | wattle
5450 | zhang
5451 | adjusting
5452 | murphy
5453 | gauss
5454 | hoped
5455 | quiescent
5456 | multilevel
5457 | directed
5458 | jonathan
5459 | rejection
5460 | afferent
5461 | exploration
5462 | milliseconds
5463 | resampling
5464 | planes
5465 | autonomous
5466 | rumelhart
5467 | nbit
5468 | constant
5469 | pertone
5470 | flow
5471 | single
5472 | encoders
5473 | ascent
5474 | composing
5475 | kirk
5476 | priori
5477 | functionality
5478 | explaining
5479 | feedfor
5480 | lend
5481 | benchmark
5482 | polynomials
5483 | prepared
5484 | lens
5485 | restoration
5486 | fisher
5487 | implies
5488 | crites
5489 | vehicles
5490 | calculates
5491 | tradeoff
5492 | implied
5493 | presenting
5494 | failures
5495 | tube
5496 | amplifier
5497 | query
5498 | amplified
5499 | compose
5500 | blowfly
5501 | intensive
5502 | helps
5503 | fovea
5504 | atlas
5505 | maryland
5506 | undirected
5507 | labels
5508 | presently
5509 | implicitly
5510 | putting
5511 | resonant
5512 | surgeon
5513 | vlvp
5514 | entire
5515 | dimen
5516 | spinglass
5517 | interpretations
5518 | prototypes
5519 | neuromorphic
5520 | eigenvalues
5521 | optics
5522 | inputtohidden
5523 | replicates
5524 | partwhole
5525 | insertion
5526 | replicated
5527 | copenhagen
5528 | carlo
5529 | depression
5530 | nphard
5531 | chicago
5532 | giving
5533 | habituation
5534 | access
5535 | microprocessor
5536 | reposing
5537 | exercise
5538 | body
5539 | justification
5540 | exchange
5541 | logothetis
5542 | spacing
5543 | jointly
5544 | packing
5545 | objects
5546 | latent
5547 | extrema
5548 | implicit
5549 | extreme
5550 | remark
5551 | contradiction
5552 | correlationbased
5553 | harmonet
5554 | implement
5555 | proof
5556 | composed
5557 | named
5558 | formulated
5559 | private
5560 | gordon
5561 | decrease
5562 | names
5563 | limb
5564 | resolutions
5565 | clockwise
5566 | multitask
5567 | gentner
5568 | sentation
5569 | convolutional
5570 | normalizes
5571 | onelayer
5572 | petsche
5573 | train
5574 | normalized
5575 | hints
5576 | account
5577 | schaal
5578 | package
5579 | mackays
5580 | obvious
5581 | jordan
5582 | closing
5583 | didnt
5584 | decoupled
5585 | blasdel
5586 | judge
5587 | proportions
5588 | reconstructed
5589 | effectively
5590 | waltz
5591 | employs
5592 | native
5593 | andersen
5594 | varied
5595 | noises
5596 | recogni
5597 | holds
5598 | hampshire
5599 | regions
5600 | varies
5601 | winners
5602 | forest
5603 | nips
5604 | stock
5605 | profile
5606 | ohzawa
5607 | flanking
5608 | specifications
5609 | philosophy
5610 | collection
5611 | appro
5612 | inst
5613 | multiplication
5614 | degradation
5615 | ambiguous
5616 | bind
5617 | conduc
5618 | lines
5619 | correspond
5620 | codebook
5621 | subsequently
5622 | bins
5623 | horne
5624 | putational
5625 | crosstalk
5626 | sions
5627 | symbols
5628 | winning
5629 | openloop
5630 | junction
5631 | greater
5632 | backpropaga
5633 | mention
5634 | tical
5635 | synaptic
5636 | february
5637 | viewbased
5638 | miikkulainen
5639 | identified
5640 | morris
5641 | phonetic
5642 | feldman
5643 | constraints
5644 | activate
5645 | tsoi
5646 | programmed
5647 | pitts
5648 | monosynaptic
5649 | salesman
5650 | conceptually
5651 | twoclass
5652 | posteriors
5653 | posteriori
5654 | mate
5655 | socalled
5656 | stud
5657 | lecture
5658 | electronics
5659 | math
5660 | approached
5661 | retrieved
5662 | clarify
5663 | approaches
5664 | nition
5665 | likelihood
5666 | interaction
5667 | recipes
5668 | retain
5669 | bilities
5670 | facilitate
5671 | south
5672 | heuristically
5673 | suffix
5674 | overshoot
5675 | reaches
5676 | improvements
5677 | reached
5678 | tributed
5679 | sensorymotor
5680 | multilayered
5681 | monkey
5682 | unspecified
5683 | intermediate
5684 | basilar
5685 | backpropagating
5686 | programmable
5687 | scans
5688 | explanation
5689 | acquire
5690 | environmental
5691 | completes
5692 | epochs
5693 | slack
5694 | ballard
5695 | pointers
5696 | inversely
5697 | subsequence
5698 | transducer
5699 | amplitude
5700 | mackey
5701 | visited
5702 | abstracts
5703 | symmetries
5704 | fluctuation
5705 | curves
5706 | interrupted
5707 | curved
5708 | apparently
5709 | acceleration
5710 | gravity
5711 | incentive
5712 | builtin
5713 | concerns
5714 | mammals
5715 | transmit
5716 | mimics
5717 | propagate
5718 | preliminary
5719 | dorsal
5720 | bregman
5721 | collateral
5722 | request
5723 | disease
5724 | graphs
5725 | artificially
5726 | workspace
5727 | selection
5728 | absorbing
5729 | text
5730 | supported
5731 | visualized
5732 | clones
5733 | postdoctoral
5734 | impedance
5735 | convolved
5736 | vcdimension
5737 | knowledge
5738 | controls
5739 | ambiguity
5740 | inferior
5741 | equilibrium
5742 | regularly
5743 | lobe
5744 | geman
5745 | stripes
5746 | bear
5747 | beam
5748 | darken
5749 | hebb
5750 | timing
5751 | abstr
5752 | areas
5753 | substrate
5754 | densities
5755 | organ
5756 | calling
5757 | europhys
5758 | plexity
5759 | cycles
5760 | gibson
5761 | enhances
5762 | constructing
5763 | exists
5764 | notational
5765 | national
5766 | accord
5767 | intensity
5768 | enhanced
5769 | walking
5770 | exploited
5771 | attempting
5772 | pattern
5773 | struction
5774 | inferencing
5775 | ralph
5776 | distractor
5777 | difficulties
5778 | routing
5779 | routine
5780 | invariant
5781 | boundary
5782 | reproduced
5783 | horizontally
5784 | emitted
5785 | transpose
5786 | implementing
5787 | reproduces
5788 | users
5789 | emitter
5790 | instant
5791 | freely
5792 | taking
5793 | gilbert
5794 | equal
5795 | attributed
5796 | agree
5797 | fulfilled
5798 | assure
5799 | attributes
5800 | passing
5801 | darker
5802 | masses
5803 | comment
5804 | relevant
5805 | basins
5806 | coexistence
5807 | fukushima
5808 | earning
5809 | watkins
5810 | krogh
5811 | estimating
5812 | copies
5813 | recognizers
5814 | gaze
5815 | indicators
5816 | proposal
5817 | columnar
5818 | anomaly
5819 | define
5820 | adapting
5821 | arises
5822 | duce
5823 | poten
5824 | angles
5825 | bull
5826 | bulb
5827 | fellow
5828 | bifurcations
5829 | multi
5830 | splits
5831 | plain
5832 | appearance
5833 | rectangular
5834 | dendrites
5835 | handwriting
5836 | extracts
5837 | grasped
5838 | manually
5839 | chaotic
5840 | narendra
5841 | helped
5842 | arrangements
5843 | physicsbased
5844 | claimed
5845 | regression
5846 | sequentially
5847 | players
5848 | landmarks
5849 | administration
5850 | indistinguishable
5851 | coronary
5852 | frontal
5853 | finite
5854 | infer
5855 | lazzaro
5856 | material
5857 | cubic
5858 | saund
5859 | sults
5860 | tighter
5861 | insure
5862 | center
5863 | neural
5864 | stochas
5865 | viterbi
5866 | thought
5867 | residuals
5868 | sets
5869 | comparisons
5870 | muscle
5871 | arising
5872 | usual
5873 | stores
5874 | proximity
5875 | wagner
5876 | underlying
5877 | voltage
5878 | testbed
5879 | cardiac
5880 | localize
5881 | macroscopic
5882 | timescale
5883 | omit
5884 | flee
5885 | retinotopic
5886 | mathematically
5887 | spirals
5888 | propositions
5889 | confusions
5890 | match
5891 | resolved
5892 | tests
5893 | articles
5894 | miiller
5895 | sondik
5896 | insert
5897 | displaced
5898 | excluding
5899 | qualitative
5900 | rmhc
5901 | works
5902 | soft
5903 | lation
5904 | accessible
5905 | classical
5906 | regularizer
5907 | discontinuities
5908 | hair
5909 | wider
5910 | convey
5911 | convex
5912 | proper
5913 | conver
5914 | vocabulary
5915 | vianalysis
5916 | firings
5917 | assuming
5918 | chains
5919 | waxman
5920 | motoneurons
5921 | noise
5922 | slight
5923 | crossing
5924 | host
5925 | simplex
5926 | approximating
5927 | periodically
5928 | panel
5929 | actual
5930 | boards
5931 | certainty
5932 | introduces
5933 | statement
5934 | unidirectional
5935 | epsrc
5936 | discard
5937 | introduced
5938 | predictor
5939 | rendered
5940 | generarive
5941 | functional
5942 | dataset
5943 | doesnt
5944 | female
5945 | romma
5946 | alspector
5947 | ridge
5948 | elastic
5949 | bees
5950 | maze
5951 | schraudolph
5952 | brane
5953 | repeated
5954 | miinchen
5955 | partially
5956 | broomhead
5957 | wise
5958 | levin
5959 | variations
5960 | flip
5961 | plications
5962 | morgankaufmann
5963 | minutes
5964 | bandpass
5965 | takeall
5966 | exceeded
5967 | periods
5968 | identities
5969 | proceeds
5970 | boser
5971 | corporation
5972 | detail
5973 | virtual
5974 | hrrs
5975 | costtogo
5976 | nelson
5977 | gallant
5978 | markram
5979 | conveys
5980 | behavioral
5981 | variation
5982 | dyer
5983 | gatsby
5984 | svms
5985 | namics
5986 | seismic
5987 | domany
5988 | resolution
5989 | baker
5990 | pupil
5991 | augmented
5992 | limited
5993 | exponentiation
5994 | comparatively
5995 | ullman
5996 | sleep
5997 | poorly
5998 | kawato
5999 | feeding
6000 | violate
6001 | paris
6002 | tween
6003 | selforganizing
6004 | lowfrequency
6005 | conjecture
6006 | risk
6007 | rise
6008 | jack
6009 | monkeys
6010 | encounter
6011 | discovers
6012 | school
6013 | pooled
6014 | induction
6015 | admissible
6016 | conductances
6017 | guiding
6018 | lagrangian
6019 | bicycle
6020 | consistent
6021 | estimates
6022 | direct
6023 | surrounding
6024 | street
6025 | estimated
6026 | isomap
6027 | tactile
6028 | blue
6029 | organisms
6030 | blum
6031 | specification
6032 | selected
6033 | supplied
6034 | sung
6035 | bellman
6036 | blur
6037 | supplies
6038 | seeks
6039 | kullbackleibler
6040 | hundreds
6041 | snowbird
6042 | pratt
6043 | represented
6044 | path
6045 | gation
6046 | logarithmic
6047 | digits
6048 | apical
6049 | voice
6050 | leaves
6051 | settles
6052 | lefttoright
6053 | rtdp
6054 | fourier
6055 | spacetime
6056 | bumptree
6057 | tcell
6058 | blumer
6059 | visible
6060 | amherst
6061 | codewords
6062 | mediate
6063 | noting
6064 | asset
6065 | spike
6066 | assessment
6067 | modelbased
6068 | naive
6069 | phone
6070 | hofmann
6071 | correspondingly
6072 | excellent
6073 | sixess
6074 | annealed
6075 | cerebellum
6076 | parberry
6077 | ndimensional
6078 | malach
6079 | lipschitz
6080 | instancebased
6081 | closedloop
6082 | timefrequency
6083 | preserving
6084 | scheduling
6085 | linearized
6086 | npcomplete
6087 | guarantee
6088 | iiii
6089 | lesions
6090 | writers
6091 | adjacent
6092 | gate
6093 | widespread
6094 | charging
6095 | isotropic
6096 | badly
6097 | description
6098 | turing
6099 | demanding
6100 | montague
6101 | mesh
6102 | parallel
6103 | austin
6104 | bootstrap
6105 | acknowledged
6106 | summing
6107 | hypotheses
6108 | complexity
6109 | algorithms
6110 | ultimate
6111 | decreasing
6112 | amit
6113 | acknowledges
6114 | fillers
6115 | amir
6116 | executed
6117 | interpretation
6118 | imum
6119 | expects
6120 | highperformance
6121 | london
6122 | thesis
6123 | terns
6124 | supernet
6125 | difference
6126 | expectations
6127 | exhibits
6128 | writing
6129 | subpopulation
6130 | drawback
6131 | compensatory
6132 | lihood
6133 | diseases
6134 | prevented
6135 | accumulating
6136 | solidstate
6137 | formants
6138 | eigenvalue
6139 | netherlands
6140 | alex
6141 | randomized
6142 | fitness
6143 | hypersphere
6144 | combining
6145 | driving
6146 | timeconsuming
6147 | newly
6148 | resistor
6149 | independence
6150 | numerical
6151 | associate
6152 | outperformed
6153 | free
6154 | unimodal
6155 | frey
6156 | formation
6157 | counterparts
6158 | boosting
6159 | hysteresis
6160 | spariotemporal
6161 | gramming
6162 | inexpensive
6163 | correctness
6164 | days
6165 | tolerant
6166 | filter
6167 | fuse
6168 | arline
6169 | corrections
6170 | separable
6171 | rand
6172 | industrial
6173 | coding
6174 | primary
6175 | rank
6176 | hearing
6177 | restrict
6178 | adopted
6179 | categorize
6180 | rewritten
6181 | heights
6182 | ballistic
6183 | percentage
6184 | variational
6185 | glucose
6186 | centered
6187 | tool
6188 | serve
6189 | injected
6190 | simula
6191 | pyramidal
6192 | expx
6193 | operands
6194 | roles
6195 | gabor
6196 | tunable
6197 | nakano
6198 | nofm
6199 | classes
6200 | modulatory
6201 | perspective
6202 | bridge
6203 | fashion
6204 | torque
6205 | outperforms
6206 | unaffected
6207 | traditionally
6208 | snow
6209 | predominantly
6210 | oriented
6211 | maxi
6212 | effectiveness
6213 | transistor
6214 | denominator
6215 | posner
6216 | preset
6217 | portion
6218 | coil
6219 | coin
6220 | retinotectal
6221 | constancy
6222 | neurophys
6223 | treats
6224 | rogers
6225 | clock
6226 | metal
6227 | yang
6228 | yann
6229 | bair
6230 | vittoz
6231 | reductions
6232 | random
6233 | talkers
6234 | colors
6235 | radio
6236 | solutions
6237 | ipsilateral
6238 | substituting
6239 | analogue
6240 | availability
6241 | seung
6242 | spite
6243 | saliency
6244 | situations
6245 | delays
6246 | salience
6247 | baluja
6248 | continuity
6249 | mixture
6250 | shadmehr
6251 | coarsetofine
6252 | report
6253 | reconstruct
6254 | beads
6255 | malsburg
6256 | ponents
6257 | automatic
6258 | tation
6259 | electrodes
6260 | lowpower
6261 | detection
6262 | limiting
6263 | correlational
6264 | capacity
6265 | tensor
6266 | selforganized
6267 | propulsion
6268 | continually
6269 | finger
6270 | approach
6271 | discovery
6272 | dpbased
6273 | visualization
6274 | singlelayer
6275 | confusion
6276 | weak
6277 | unnormalized
6278 | news
6279 | improve
6280 | faced
6281 | acoust
6282 | rhythms
6283 | rightward
6284 | irregular
6285 | fault
6286 | biologically
6287 | penalizing
6288 | hillsdale
6289 | ventricular
6290 | memorybased
6291 | merging
6292 | layered
6293 | games
6294 | faces
6295 | variance
6296 | expense
6297 | ansatz
6298 | exhibit
6299 | somatosensory
6300 | towell
6301 | discarding
6302 | trust
6303 | testable
6304 | locallytuned
6305 | conference
6306 | simplification
6307 | quickly
6308 | confident
6309 | beer
6310 | belongs
6311 | expected
6312 | lipreading
6313 | gammontool
6314 | stepsize
6315 | maximally
6316 | microns
6317 | lesser
6318 | dept
6319 | rutgers
6320 | teachers
6321 | stopping
6322 | omohundro
6323 | twoway
6324 | procedure
6325 | pyramid
6326 | tions
6327 | handwritten
6328 | tresp
6329 | disjoint
6330 | grammars
6331 | experts
6332 | interacts
6333 | suggest
6334 | intersecting
6335 | complex
6336 | bands
6337 | whitened
6338 | tracker
6339 | satellite
6340 | peaks
6341 | trajectories
6342 | monotonic
6343 | characters
6344 | positives
6345 | deweerth
6346 | normalization
6347 | cycle
6348 | specialize
6349 | shortly
6350 | boxes
6351 | savings
6352 | greatest
6353 | actuators
6354 | alarms
6355 | possesses
6356 | ppserver
6357 | graded
6358 | proposed
6359 | shapiro
6360 | qlearning
6361 | proposes
6362 | dopamine
6363 | campbell
6364 | scattering
6365 | modulate
6366 | functionally
6367 | monitored
6368 | vibration
6369 | oculomotor
6370 | pling
6371 | gave
6372 | advances
6373 | breaks
6374 | hebbtype
6375 | spanned
6376 | neurophysiol
6377 | descending
6378 | silverman
6379 | singh
6380 | advanced
6381 | bistable
6382 | appearing
6383 | specific
6384 | informative
6385 | arbitrary
6386 | acad
6387 | foveation
6388 | successfully
6389 | selectivity
6390 | usher
6391 | escape
6392 | kammen
6393 | indirect
6394 | tutorial
6395 | embodied
6396 | proceeding
6397 | ucsd
6398 | embodies
6399 | parcor
6400 | cord
6401 | core
6402 | algorithmic
6403 | deleted
6404 | corn
6405 | discount
6406 | corr
6407 | permitted
6408 | meyer
6409 | chapter
6410 | limitation
6411 | surround
6412 | ensure
6413 | algo
6414 | efforts
6415 | runtime
6416 | sept
6417 | primitive
6418 | presence
6419 | obtaining
6420 | accommodate
6421 | bats
6422 | dreyfus
6423 | rely
6424 | categorization
6425 | represen
6426 | transform
6427 | lags
6428 | stuck
6429 | anderson
6430 | rela
6431 | smola
6432 | synthesis
6433 | questionable
6434 | head
6435 | medium
6436 | attempted
6437 | differences
6438 | removes
6439 | wireless
6440 | buckingham
6441 | heat
6442 | sustained
6443 | removed
6444 | portions
6445 | versions
6446 | compositional
6447 | offiine
6448 | vivo
6449 | preimage
6450 | hassibi
6451 | simplifying
6452 | latch
6453 | meanfield
6454 | fokkerplanck
6455 | kaufman
6456 | phoneme
6457 | simulations
6458 | check
6459 | regime
6460 | faithful
6461 | vanishes
6462 | papert
6463 | setting
6464 | papers
6465 | formalize
6466 | implant
6467 | node
6468 | picture
6469 | shikano
6470 | superposition
6471 | preceding
6472 | uniformly
6473 | timeseries
6474 | discharge
6475 | faster
6476 | nuclei
6477 | backward
6478 | jensens
6479 | forgeries
6480 | neighbors
6481 | smem
6482 | remarkable
6483 | alternatives
6484 | focus
6485 | pvar
6486 | leads
6487 | computation
6488 | widrow
6489 | intersegmental
6490 | inverse
6491 | werbos
6492 | shavlik
6493 | passage
6494 | environment
6495 | charge
6496 | discovering
6497 | multilinear
6498 | allocate
6499 | advantage
6500 | nearestneighbor
6501 | frequencies
6502 | emphasizes
6503 | unfamiliar
6504 | interpolator
6505 | emphasized
6506 | partitions
6507 | cortical
6508 | impressive
6509 | level
6510 | standards
6511 | shannons
6512 | addressable
6513 | yale
6514 | quick
6515 | spent
6516 | accumulation
6517 | slower
6518 | trend
6519 | mceliece
6520 | cyber
6521 | port
6522 | substitute
6523 | spectral
6524 | stands
6525 | agrees
6526 | timedelay
6527 | evolved
6528 | denoising
6529 | realizations
6530 | kamm
6531 | water
6532 | groups
6533 | thirty
6534 | healthy
6535 | maximising
6536 | resonance
6537 | automaton
6538 | navigation
6539 | emerge
6540 | selfplay
6541 | convolution
6542 | problematic
6543 | modifying
6544 | jose
6545 | thrun
6546 | handled
6547 | combi
6548 | pref
6549 | konig
6550 | bipole
6551 | handles
6552 | memory
6553 | hinton
6554 | diagrams
6555 | sessions
6556 | outputs
6557 | maximise
6558 | casey
6559 | cases
6560 | kurtosis
6561 | insights
6562 | heskes
6563 | collision
6564 | local
6565 | modified
6566 | judd
6567 | modifies
6568 | unconditional
6569 | attain
6570 | corrupted
6571 | figure
6572 | treestructured
6573 | accepts
6574 | decoders
6575 | critic
6576 | dropped
6577 | counting
6578 | conversely
6579 | verlag
6580 | schapire
6581 | requirements
6582 | orthogonality
6583 | ebnn
6584 | rubin
6585 | fourth
6586 | multiplexed
6587 | levy
6588 | informa
6589 | efficacies
6590 | information
6591 | representations
6592 | eighth
6593 | repeat
6594 | branches
6595 | dynamical
6596 | succeeded
6597 | lemmas
6598 | compressing
6599 | inform
6600 | annealing
6601 | representation
6602 | superscript
6603 | exclusive
6604 | constituents
6605 | motions
6606 | utans
6607 | blocked
6608 | eset
6609 | acti
6610 | organisation
6611 | modalities
6612 | coordinates
6613 | platform
6614 | offers
6615 | hurlbert
6616 | tectum
6617 | coordinated
6618 | conversations
6619 | processes
6620 | hamilton
6621 | bialek
6622 | tern
6623 | term
6624 | holographic
6625 | equality
6626 | stabilize
6627 | rmse
6628 | opera
6629 | corners
6630 | possibilities
6631 | realistic
6632 | carbachol
6633 | ters
6634 | individually
6635 | weighted
6636 | approximates
6637 | gaps
6638 | dence
6639 | begun
6640 | approximated
6641 | adequately
6642 | intended
6643 | ultimately
6644 | factors
6645 | profit
6646 | attracted
6647 | extrapolate
6648 | gaussians
6649 | gram
6650 | attended
6651 | reformulation
6652 | theory
6653 | neuromodulators
6654 | hull
6655 | albuquerque
6656 | dietterich
6657 | nonterminal
6658 | software
6659 | flare
6660 | impose
6661 | granule
6662 | motion
6663 | turn
6664 | preprocessing
6665 | place
6666 | swing
6667 | ture
6668 | origin
6669 | dient
6670 | simplifies
6671 | prenticehall
6672 | symbolic
6673 | simplified
6674 | accu
6675 | array
6676 | george
6677 | millions
6678 | necessarily
6679 | plastic
6680 | stimulation
6681 | cooling
6682 | convention
6683 | white
6684 | exploring
6685 | cope
6686 | todd
6687 | braun
6688 | alan
6689 | released
6690 | copy
6691 | intrinsically
6692 | population
6693 | wide
6694 | require
6695 | reinforce
6696 | modelled
6697 | cards
6698 | discretetime
6699 | outcome
6700 | koffka
6701 | generality
6702 | generalization
6703 | mateo
6704 | rent
6705 | conversion
6706 | exploratory
6707 | transcription
6708 | ideas
6709 | sciences
6710 | emphasis
6711 | animation
6712 | epsilon
6713 | resembling
6714 | strengths
6715 | multiple
6716 | replicas
6717 | falls
6718 | connor
6719 | multiply
6720 | coarsecoded
6721 | orientationselective
6722 | nonlinearity
6723 | considered
6724 | adopt
6725 | retrieval
6726 | cortex
6727 | lated
6728 | cortes
6729 | quantity
6730 | slope
6731 | drastically
6732 | spaced
6733 | trol
6734 | cheap
6735 | spaces
6736 | written
6737 | explicitly
6738 | tipping
6739 | lpnn
6740 | legendre
6741 | viewpoint
6742 | dekker
6743 | expectation
6744 | lighter
6745 | trade
6746 | closure
6747 | reveal
6748 | outperform
6749 | predicted
6750 | mapped
6751 | setpoints
6752 | reveals
6753 | publishers
6754 | imposing
6755 | violated
6756 | ables
6757 | connections
6758 | college
6759 | ignores
6760 | uncorrelated
6761 | statedependent
6762 | encouraged
6763 | surfaces
6764 | fails
6765 | detect
6766 | inhibitory
6767 | ways
6768 | subsequent
6769 | review
6770 | definite
6771 | charac
6772 | prentice
6773 | arrival
6774 | multiplied
6775 | receivers
6776 | originated
6777 | comp
6778 | queueing
6779 | densely
6780 | comm
6781 | multiplies
6782 | multiplier
6783 | cities
6784 | reaction
6785 | realizable
6786 | successes
6787 | region
6788 | beckman
6789 | contract
6790 | hillclimbing
6791 | propagation
6792 | subthreshold
6793 | berry
6794 | fahlman
6795 | utterance
6796 | filtering
6797 | jitter
6798 | color
6799 | continuation
6800 | topdown
6801 | robotics
6802 | period
6803 | poly
6804 | sampling
6805 | satisfaction
6806 | pole
6807 | iterations
6808 | noisy
6809 | zimmermann
6810 | howard
6811 | rohwer
6812 | taskspecific
6813 | engine
6814 | direction
6815 | andrew
6816 | careful
6817 | irrelevant
6818 | spirit
6819 | case
6820 | hughes
6821 | cast
6822 | dirichlet
6823 | firstlayer
6824 | interconnected
6825 | reflectance
6826 | coupled
6827 | telephone
6828 | discrepancy
6829 | parse
6830 | converts
6831 | stereograms
6832 | pushdown
6833 | pruning
6834 | analogdigital
6835 | author
6836 | alphabet
6837 | locking
6838 | shifts
6839 | html
6840 | constructed
6841 | events
6842 | generated
6843 | status
6844 | disadvantages
6845 | unclamped
6846 | driver
6847 | drives
6848 | smallscale
6849 | driven
6850 | persons
6851 | vestibular
6852 | vowel
6853 | changing
6854 | makhoul
6855 | relies
6856 | modes
6857 | minimize
6858 | synapfic
6859 | implementa
6860 | desimone
6861 | components
6862 | relied
6863 | inability
6864 | termination
6865 | model
6866 | reward
6867 | researchers
6868 | justify
6869 | captures
6870 | guided
6871 | actions
6872 | differentiation
6873 | behavioural
6874 | univariate
6875 | captured
6876 | feedforward
6877 | heuristic
6878 | hint
6879 | rose
6880 | wall
6881 | lets
6882 | lett
6883 | samples
6884 | sampler
6885 | ross
6886 | styles
6887 | eigenfunction
6888 | predetermined
6889 | schedules
6890 | confined
6891 | accepted
6892 | correcting
6893 | particle
6894 | patrice
6895 | reduces
6896 | shrink
6897 | cooper
6898 | reduced
6899 | interconnects
6900 | simulator
6901 | trainable
6902 | competition
6903 | deduce
6904 | table
6905 | etiennecummings
6906 | intact
6907 | provided
6908 | slice
6909 | literals
6910 | conic
6911 | stops
6912 | optima
6913 | metropolis
6914 | communicate
6915 | stant
6916 | rgcs
6917 | discussed
6918 | mutually
6919 | estimator
6920 | stand
6921 | breiman
6922 | concentrations
6923 | discusses
6924 | subsystem
6925 | cambridge
6926 | psychophysical
6927 | communication
6928 | spinal
6929 | rising
6930 | responds
6931 | determine
6932 | initialised
6933 | feudal
6934 | theoretically
6935 | normalised
6936 | distinctions
6937 | strictly
6938 | montecarlo
6939 | dispersion
6940 | strict
6941 | valley
6942 | fish
6943 | regard
6944 | sollich
6945 | longer
6946 | herault
6947 | datasets
6948 | applying
6949 | abscissa
6950 | forwardbackward
6951 | connect
6952 | strongly
6953 | taylor
6954 | datadriven
6955 | mike
6956 | alarm
6957 | intro
6958 | asynchronous
6959 | controlled
6960 | bishop
6961 | incorrect
6962 | stationarity
6963 | rosen
6964 | multiclass
6965 | deviation
6966 | requested
6967 | briefly
6968 | antihebbian
6969 | separate
6970 | symbol
6971 | carnegie
6972 | includes
6973 | attentional
6974 | bounded
6975 | included
6976 | stocks
6977 | missed
6978 | calls
6979 | curve
6980 | ments
6981 | hmms
6982 | chinese
6983 | gupta
6984 | lack
6985 | generaliza
6986 | executing
6987 | scalar
6988 | generalize
6989 | follow
6990 | denotes
6991 | decisions
6992 | polarity
6993 | hanazawa
6994 | subjected
6995 | extraneous
6996 | removal
6997 | matrix
6998 | program
6999 | stochastic
7000 | presentation
7001 | axonal
7002 | activities
7003 | belonging
7004 | worse
7005 | virtue
7006 | song
7007 | brownian
7008 | induce
7009 | lyapunov
7010 | ical
7011 | worst
7012 | arfs
7013 | treating
7014 | subsets
7015 | hamiltonian
7016 | stimulus
7017 | list
7018 | prolonged
7019 | occurs
7020 | phonology
7021 | ungrammatical
7022 | becker
7023 | instantaneous
7024 | employing
7025 | rats
7026 | haar
7027 | direc
7028 | rate
7029 | design
7030 | functioning
7031 | remarkably
7032 | mance
7033 | nonlinear
7034 | perf
7035 | advantageous
7036 | offsets
7037 | version
7038 | intersect
7039 | devoted
7040 | segmentation
7041 | tags
7042 | eligibility
7043 | behaviour
7044 | koiran
7045 | retraining
7046 | compressed
7047 | berkeley
7048 | directions
7049 | nent
7050 | mcclelland
7051 | equations
7052 | increments
7053 | naval
7054 | rosenblatt
7055 | extremes
7056 | popout
7057 | stiffness
7058 | shrinkage
7059 | options
7060 | elongated
7061 | conditioning
7062 | recursion
7063 | smap
7064 | imagine
7065 | equivariant
7066 | pdfs
7067 | independencies
7068 | proceed
7069 | markets
7070 | quences
7071 | minor
7072 | flat
7073 | israel
7074 | mellon
7075 | highorder
7076 | operators
7077 | basically
7078 | knowl
7079 | largescale
7080 | quantized
7081 | primate
7082 | equation
7083 | quantizer
7084 | henderson
7085 | finland
7086 | challenging
7087 | brown
7088 | joints
7089 | arise
7090 | transduction
7091 | influenced
7092 | lowdimensional
7093 | broadly
7094 | breaking
7095 | purkinje
7096 | occasionally
7097 | influences
7098 | lowlevel
7099 | distri
7100 | explains
7101 | onoff
7102 | simplicity
7103 | ubiquitous
7104 | algebra
7105 | emulate
7106 | chunking
7107 | weaknesses
7108 | singularities
7109 | biophysics
7110 | reflect
7111 | lighting
7112 | concentrating
7113 | shortcomings
7114 | short
7115 | expectationmaximization
7116 | prefers
7117 | departure
7118 | supervision
7119 | extrapolation
7120 | integrand
7121 | reestimation
7122 | september
7123 | essence
7124 | mission
7125 | ysis
7126 | figureground
7127 | avenue
7128 | utilizes
7129 | style
7130 | susceptible
7131 | affine
7132 | acoustical
7133 | resort
7134 | parts
7135 | stephen
7136 | bout
7137 | alter
7138 | pittman
7139 | return
7140 | tpsom
7141 | autoassociation
7142 | finitedimensional
7143 | framework
7144 | accumulate
7145 | smoothness
7146 | bigger
7147 | instructions
7148 | marcus
7149 | stated
7150 | characterizes
7151 | refresh
7152 | inequality
7153 | mcdonnellpew
7154 | inherent
7155 | likelihoods
7156 | characterized
7157 | tilted
7158 | formulate
7159 | generation
7160 | loopy
7161 | expect
7162 | loops
7163 | explanationbased
7164 | nonmonotonic
7165 | divide
7166 | induces
7167 | periments
7168 | health
7169 | hill
7170 | etal
7171 | induced
7172 | hild
7173 | satinder
7174 | fiber
7175 | wisconsin
7176 | monotone
7177 | differ
7178 | teach
7179 | generate
7180 | fiat
7181 | modularity
7182 | success
7183 | introduction
7184 | circuit
7185 | consequence
7186 | feed
7187 | feel
7188 | relate
7189 | linking
7190 | blank
7191 | illustrating
7192 | tively
7193 | passes
7194 | story
7195 | temperature
7196 | utilization
7197 | leading
7198 | interact
7199 | stork
7200 | passed
7201 | shawetaylor
7202 | realvalued
7203 | syrup
7204 | store
7205 | imperfect
7206 | option
7207 | retinal
7208 | retinas
7209 | glomeruli
7210 | king
7211 | kind
7212 | double
7213 | instruction
7214 | excitability
7215 | aims
7216 | pairwise
7217 | doubly
7218 | dana
7219 | motivation
7220 | obstacles
7221 | perrone
7222 | willshaw
7223 | cleaned
7224 | hexagonal
7225 | wilson
7226 | rochester
7227 | empirically
7228 | superior
7229 | finding
7230 | hopfields
7231 | added
7232 | electric
7233 | hoff
7234 | reach
7235 | bonn
7236 | tpdp
7237 | measured
7238 | amax
7239 | patterned
7240 | unsupervised
7241 | windows
7242 | corpus
7243 | coincides
7244 | traditional
7245 | adaboost
7246 | tsodyks
7247 | lying
7248 | differentiate
7249 | subpopulations
7250 | cornput
7251 | vatikiotisbateson
7252 | bilbro
7253 | font
7254 | postsynaptic
7255 | dilation
7256 | lisberger
7257 | simulating
7258 | penalty
7259 | wolff
7260 | leastsquares
7261 | gulati
7262 | shepherd
7263 | triangle
7264 | gains
7265 | spurious
7266 | longest
7267 | relational
7268 | critically
7269 | contextual
7270 | continuum
7271 | factorization
7272 | okeefe
7273 | investigate
7274 | statist
7275 | activity
7276 | bars
7277 | subdivided
7278 | intelligence
7279 | achieves
7280 | defense
7281 | barn
7282 | ergodicity
7283 | learns
7284 | learnt
7285 | distinctive
7286 | consecutive
7287 | numerous
7288 | ings
7289 | recently
7290 | creating
7291 | initially
7292 | attention
7293 | poral
7294 | disturbance
7295 | solu
7296 | condi
7297 | relying
7298 | namic
7299 | paradigms
7300 | zador
7301 | quantization
7302 | bandit
7303 | context
7304 | finds
7305 | arbitrarily
7306 | reasons
7307 | sweep
7308 | selfsimilar
7309 | slots
7310 | complication
7311 | teacher
7312 | reduction
7313 | intracortical
7314 | nadel
7315 | anisotropic
7316 | nato
7317 | flight
7318 | precision
7319 | demand
7320 | plants
7321 | noticeable
7322 | indefinitely
7323 | batch
7324 | evaluated
7325 | semimarkov
7326 | behavior
7327 | evaluates
7328 | engineers
7329 | concurrently
7330 | unitary
7331 | demon
7332 | probabilistically
7333 | neurons
7334 | currents
7335 | lengthy
7336 | twofold
7337 | lengths
7338 | fading
7339 | stimulated
7340 | widely
7341 | higher
7342 | arrives
7343 | mountain
7344 | flows
7345 | triangulation
7346 | arrived
7347 | bartlett
7348 | robust
7349 | lower
7350 | analysis
7351 | edge
7352 | machinery
7353 | abilities
7354 | burden
7355 | subsampled
7356 | competitive
7357 | inactive
7358 | questions
7359 | immediately
7360 | patel
7361 | tables
7362 | loading
7363 | majority
7364 | sorakugun
7365 | workers
7366 | exclusively
7367 | plateau
7368 | theorem
7369 | violations
7370 | interconnection
7371 | associations
7372 | customers
7373 | secondorder
7374 | unlimited
7375 | aggregation
7376 | integer
7377 | moody
7378 | modifications
7379 | rotate
7380 | lost
7381 | shaped
7382 | systematically
7383 | ignore
7384 | collect
7385 | rabiner
7386 | alternatively
7387 | essential
7388 | understood
7389 | controllers
7390 | gradually
7391 | anns
7392 | prop
7393 | waveform
7394 | innovation
7395 | prog
7396 | prof
7397 | fragments
7398 | proc
7399 | prob
7400 | anna
7401 | jumps
7402 | palmer
7403 | perpendicular
7404 | wawrzynek
7405 | percepttons
7406 | russell
7407 | pipeline
7408 | firing
7409 | range
7410 | cochlear
7411 | gamma
7412 | cutoff
7413 | moss
7414 | johns
7415 | haberly
7416 | heeger
7417 | motors
7418 | canal
7419 | diameters
7420 | rows
7421 | sequence
7422 | question
7423 | lond
7424 | fast
7425 | capacitance
7426 | bourlard
7427 | analyze
7428 | sections
7429 | files
7430 | potassium
7431 | criteria
7432 | repeatedly
7433 | delta
7434 | upright
7435 | overfit
7436 | australian
7437 | groupings
7438 | partitioning
7439 | consist
7440 | gorithm
7441 | today
7442 | highlight
7443 | landscapes
7444 | called
7445 | entropies
7446 | worthwhile
7447 | divisive
7448 | associates
7449 | graham
7450 | proofs
7451 | tentative
7452 | multipliers
7453 | grouped
7454 | highfrequency
7455 | neurophysiology
7456 | mcdonnell
7457 | interpretable
7458 | nice
7459 | generates
7460 | victorri
7461 | backbone
7462 | problems
7463 | meaning
7464 | allowing
7465 | tong
7466 | suffers
7467 | margins
7468 | vice
7469 | gression
7470 | departments
7471 | microsoft
7472 | nasa
7473 | weights
7474 | broad
7475 | konishi
7476 | caruana
7477 | resistance
7478 | steve
7479 | agation
7480 | reconfigurable
7481 | adjustment
7482 | contributions
7483 | issues
7484 | simon
7485 | leung
7486 | deterministic
7487 | headcentered
7488 | languages
7489 | mackeyglass
7490 | haffner
7491 | stable
7492 | visualizing
7493 | include
7494 | dramatically
7495 | overlaps
7496 | electron
7497 | wishes
7498 | bounding
7499 | artery
7500 | crossvalidated
7501 | graylevel
7502 | notes
7503 | magnification
7504 | deals
7505 | interpolating
7506 | dealt
7507 | subsampling
7508 | noted
7509 | concluded
7510 | smaller
7511 | weinshall
7512 | fold
7513 | traveling
7514 | concludes
7515 | manipulating
7516 | acid
7517 | onetoone
7518 | koenig
7519 | optimize
7520 | blobs
7521 | networks
7522 | waiting
7523 | murata
7524 | capital
7525 | hochreiter
7526 | multivariate
7527 | chose
7528 | degree
7529 | analysed
7530 | desired
7531 | explore
7532 | separation
7533 | settling
7534 | larger
7535 | leaving
7536 | suggests
7537 | treisman
7538 | capacitive
7539 | approximator
7540 | shaded
7541 | scales
7542 | appli
7543 | integrations
7544 | scaled
7545 | volt
7546 | motor
7547 | summation
7548 | apply
7549 | bindings
7550 | iceg
7551 | stream
7552 | consumption
7553 | frog
7554 | depicted
7555 | examination
7556 | attribute
7557 | inet
7558 | sort
7559 | antennal
7560 | rabbit
7561 | uran
7562 | detects
7563 | stabilized
7564 | augment
7565 | weighting
7566 | stroke
7567 | stabilizes
7568 | performed
7569 | calculation
7570 | crick
7571 | assumptions
7572 | serial
7573 | overfitting
7574 | united
7575 | syndrome
7576 | decaying
7577 | occuring
7578 | tenorio
7579 | modulations
7580 | segmenting
7581 | tension
7582 | lesion
7583 | attend
7584 | outlier
7585 | masks
7586 | light
7587 | chapman
7588 | decisiontheoretic
7589 | nections
7590 | gershenfeld
7591 | saturated
7592 | discretization
7593 | interpreted
7594 | whilst
7595 | saturates
7596 | pulses
7597 | positional
7598 | coughlan
7599 | ticular
7600 | permanent
7601 | choose
7602 | covered
7603 | defining
7604 | freeman
7605 | bernoulli
7606 | practice
7607 | indexing
7608 | devel
7609 | resolve
7610 | tance
7611 | investor
7612 | successor
7613 | worlds
7614 | transmitter
7615 | tran
7616 | iiiii
7617 | transmitted
7618 | softmax
7619 | biehl
7620 | cursive
7621 | completions
7622 | integrateandfire
7623 | reestimate
7624 | registration
7625 | initialisation
7626 | related
7627 | doubled
7628 | geiger
7629 | relates
7630 | nonlinearities
7631 | backups
7632 | category
7633 | respects
7634 | acknowledgment
7635 | cerebral
7636 | integrates
7637 | chaos
7638 | performs
7639 | recursire
7640 | supports
7641 | integrated
7642 | volker
7643 | dictionary
7644 | maintains
7645 | york
7646 | segregated
7647 | phrases
7648 | feasible
7649 | quadratically
7650 | ionic
7651 | echo
7652 | intuitively
7653 | eleventh
7654 | synchronously
7655 | salient
7656 | publication
7657 | unknown
7658 | accent
7659 | bellcore
7660 | priority
7661 | quadratic
7662 | sian
7663 | siam
7664 | potts
7665 | inserting
7666 | shell
7667 | academy
7668 | reversed
7669 | shallow
7670 | reflecting
7671 | simulate
7672 | constituent
7673 | july
7674 | nbest
7675 | blind
7676 | holland
7677 | colliculus
7678 | isolation
7679 | richer
7680 | discriminating
7681 | patients
7682 | pearlmutter
7683 | tommi
7684 | cohen
7685 | tishby
7686 | jutten
7687 | clin
7688 | predic
7689 | linked
7690 | hopfield
7691 | angle
7692 | eter
7693 | agency
7694 | olfactory
7695 | contour
7696 | motoneuron
7697 | patchy
7698 | outerproduct
7699 | centre
7700 | collaboration
7701 | class
7702 | neighboring
7703 | dent
7704 | looked
7705 | diagnostics
7706 | oscillates
7707 | gain
7708 | niques
7709 | froin
7710 | tures
7711 | perfor
7712 | purely
7713 | planning
7714 | superimposed
7715 | neurally
7716 | debate
7717 | subtracting
7718 | qrouting
7719 | naturalistic
7720 | operational
7721 | lemma
7722 | candidates
7723 | postulated
7724 | thousands
7725 | cube
7726 | cerebellar
7727 | words
7728 | chips
7729 | partic
7730 | differential
7731 | optimally
7732 | ripley
7733 | queries
7734 | disparities
7735 | generations
7736 | view
7737 | predictive
7738 | requirement
7739 | modulo
7740 | acquired
7741 | module
7742 | bptt
7743 | geometrically
7744 | exper
7745 | dyadic
7746 | closer
7747 | diverge
7748 | favor
7749 | converted
7750 | identification
7751 | ular
7752 | closed
7753 | crude
7754 | theta
7755 | denker
7756 | frustrated
7757 | thalamus
7758 | variability
7759 | exam
7760 | opening
7761 | supergaussian
7762 | neurophysiological
7763 | hypothesis
7764 | faulttolerance
7765 | probing
7766 | ames
7767 | amer
7768 | commands
7769 | piece
7770 | tdistribution
7771 | goal
7772 | vanishing
7773 | april
7774 | bottomup
7775 | rodney
7776 | safely
7777 | teukolsky
7778 | unclear
7779 | invariances
7780 | narrower
7781 | environments
7782 | walk
7783 | suboptimal
7784 | sequences
7785 | respect
7786 | hiddentooutput
7787 | mosis
7788 | literal
7789 | cauchy
7790 | determinant
7791 | resultant
7792 | mstdnn
7793 | sufficient
7794 | ensuring
7795 | repetition
7796 | present
7797 | reichardt
7798 | unlike
7799 | align
7800 | choices
7801 | cursor
7802 | miyata
7803 | wild
7804 | abumostafa
7805 | layer
7806 | motif
7807 | encouragement
7808 | dual
7809 | cross
7810 | member
7811 | unity
7812 | threestate
7813 | largest
7814 | units
7815 | difficult
7816 | disagree
7817 | automation
7818 | student
7819 | pfms
7820 | gmdh
7821 | english
7822 | firstly
7823 | schslkopf
7824 | sensing
7825 | bending
7826 | nadal
7827 | excessive
7828 | heavily
7829 | half
7830 | obtain
7831 | recollection
7832 | rapid
7833 | preprint
7834 | bution
7835 | supply
7836 | smith
7837 | capabilities
7838 | discuss
7839 | attractive
7840 | usage
7841 | identical
7842 | saturation
7843 | putative
7844 | autoassociative
7845 | execute
7846 | siemens
7847 | facial
7848 | press
7849 | variants
7850 | bumptrees
7851 | showing
7852 | helpful
7853 | loses
7854 | james
7855 | parity
7856 | exceed
7857 | clusters
7858 | smoothly
7859 | pomdp
7860 | searching
7861 | growth
7862 | temporaldifference
7863 | hebbian
7864 | neglecting
7865 | metcalfe
7866 | leaf
7867 | lead
7868 | synchronize
7869 | leak
7870 | markers
7871 | manipulations
7872 | wong
7873 | mined
7874 | smyth
7875 | topographically
7876 | locate
7877 | obey
7878 | architec
7879 | ensures
7880 | wesley
7881 | conveyed
7882 | jung
7883 | analyses
7884 | ljung
7885 | perspectives
7886 | rare
7887 | carried
7888 | extension
7889 | saddle
7890 | column
7891 | dependence
7892 | dependency
7893 | carries
7894 | carrier
7895 | converging
7896 | dichotomies
7897 | outseg
7898 | weather
7899 | promise
7900 | estimators
7901 | correla
7902 | mjolsness
7903 | fired
7904 | resistors
7905 | artifacts
7906 | transfer
7907 | selverston
7908 | spiral
7909 | smoothing
7910 | appl
7911 | maximumlikelihood
7912 | multigrid
7913 | triggered
7914 | multistate
7915 | crossentropy
7916 | kowalczyk
7917 | volume
7918 | automated
7919 | auxiliary
7920 | iterates
7921 | made
7922 | tems
7923 | record
7924 | iterated
7925 | infants
7926 | demonstrate
7927 | inadequate
7928 | meaningless
7929 | covariances
7930 | goodness
7931 | rbfs
7932 | naming
7933 | cmos
7934 | mutual
7935 | offcenter
7936 | calibration
7937 | percent
7938 | recirculation
7939 | illinois
7940 | book
7941 | branch
7942 | theor
7943 | clicks
7944 | conclusion
7945 | kinds
7946 | singletrial
7947 | june
7948 | inherently
7949 | tarassenko
7950 | incurred
7951 | validation
7952 | coupling
7953 | adaptable
7954 | ranks
7955 | volumes
7956 | sasb
7957 | richardson
7958 | expands
7959 | 


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