├── .gitignore ├── README.md ├── week-02 ├── README.md ├── eigenfaces.py ├── eigenfaces_1.png ├── eigenfaces_2.png ├── linear_encoding_models.ipynb ├── linear_encoding_models.py ├── lnp_model.ipynb ├── lnp_model.py ├── poisson_neuron.ipynb └── poisson_neuron.py ├── week-03 ├── Lectures.py ├── README.md ├── coursera_question.py ├── likelihood_ratio.ipynb ├── maximum_likelihood_estimation.ipynb ├── motion_discrimination.ipynb ├── motion_discrimination.py ├── population_decoding.ipynb └── population_decoding.py ├── week-04 ├── Entropy.py ├── Information and entropy.ipynb └── README.md ├── week-05 ├── Hodgkin Huxley.ipynb ├── Passive membrane.ipynb ├── README.md ├── Simplified models.ipynb ├── hodgkin_huxley.py └── simplified_models.py ├── week-06 ├── Modeling synapses.py └── modeling_synapses.ipynb ├── week-07 ├── competitive_learning.py ├── em_algorithm.py └── hebbian_learning.py └── week-08 ├── backpropagation.py ├── perceptron_classifiers.py └── td_rule.py /.gitignore: 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