├── .gitignore ├── .readthedocs.yml ├── LICENSE ├── Makefile ├── README.md ├── attractors ├── Mi_2014_CANN_1D_oscillatory_tracking.ipynb ├── Wu_2008_CANN.ipynb ├── Wu_2008_CANN_2D.ipynb ├── data │ └── data_to_train_on.npy ├── discrete_hopfield_demo_for_image_reconstruction.ipynb └── discrete_hopfield_network.ipynb ├── brain_inspired_computing ├── OTTT-SNN.py ├── SurrogateGrad_lif.py ├── SurrogateGrad_lif_fashion_mnist.py ├── _datasets.py ├── fashion_mnist_conv_lif.py ├── liquid_time_constant_network.py ├── mnist_lif_readout.py └── spiking_FPTT │ ├── README.md │ ├── add_task.py │ └── mnist_classification.py ├── classical_dynamical_systems ├── Multiscroll_attractor.ipynb ├── Rabinovich_Fabrikant_eq.ipynb ├── fractional_order_chaos.ipynb ├── henon_map.ipynb ├── logistic_map.ipynb ├── lorenz_system.ipynb └── mackey_glass_eq.ipynb ├── conf.py ├── decision_making ├── Wang_2002_decision_making_spiking.ipynb ├── Wang_2002_decision_making_spiking.py └── Wang_2006_decision_making_rate.ipynb ├── dynamics_analysis ├── 1d_simple_systems.ipynb ├── 2d_NaK_model.ipynb ├── 2d_decision_making_model.ipynb ├── 2d_decision_making_with_lowdim_analyzer.ipynb ├── 2d_wilson_cowan_model.ipynb ├── 3d_hindmarsh_rose_model.ipynb ├── highdim_CANN.ipynb └── highdim_gj_coupled_fhn.ipynb ├── ei_nets ├── Brette_2007_COBA.ipynb ├── Brette_2007_COBAHH.ipynb ├── Brette_2007_CUBA.ipynb ├── Tian_2020_EI_net_for_fast_response.ipynb └── Vreeswijk_1996_EI_net.ipynb ├── gj_nets ├── Fazli_2022_gj_coupled_bursting_pituitary_cells.ipynb └── Sherman_1992_gj_antisynchrony.ipynb ├── images ├── cann-decoding.gif ├── cann-encoding.gif ├── cann-tracking.gif ├── cann_1d_oscillatory_tracking.gif ├── cann_2d_encoding.gif ├── cann_2d_tracking.gif ├── decision_model.png └── izhikevich_patterns.jfif ├── index.rst ├── large_scale_modeling ├── 2014_CorticalModel.py ├── EI_net_with_1m_neurons.ipynb ├── Joglekar_2018_InterAreal_Balanced_Amplification_figure1.ipynb ├── Joglekar_2018_InterAreal_Balanced_Amplification_figure2.ipynb ├── Joglekar_2018_InterAreal_Balanced_Amplification_figure5.ipynb ├── Joglekar_2018_InterAreal_Balanced_Amplification_taichi_customized_op.ipynb └── Joglekar_2018_data │ ├── efelenMatpython.mat │ ├── hierValspython.mat │ ├── subgraphData.mat │ └── subgraphWiring29.mat ├── make.bat ├── neurons ├── 2018_Fractional_Izhikevich_model.ipynb ├── 2019_Fractional_order_FHR_model.ipynb ├── Gerstner_2005_AdExIF_model.ipynb ├── Izhikevich_2003_Izhikevich_model.ipynb ├── JR_1995_jansen_rit_model.ipynb ├── Niebur_2009_GIF.ipynb ├── Romain_2004_LIF_phase_locking.ipynb └── Susin_2021_gamma_oscillation_nets.py ├── oscillation_synchronization ├── Brunel_Hakim_1999_fast_oscillation.ipynb ├── Diesmann_1999_synfire_chains.ipynb ├── Li_2017_unified_thalamus_oscillation_model.ipynb ├── Susin_Destexhe_2021_gamma_oscillation_AI.ipynb ├── Susin_Destexhe_2021_gamma_oscillation_CHING.ipynb ├── Susin_Destexhe_2021_gamma_oscillation_ING.ipynb ├── Susin_Destexhe_2021_gamma_oscillation_PING.ipynb └── Wang_1996_gamma_oscillation.ipynb ├── others └── Brette_Guigon_2003_spike_timing_reliability.ipynb ├── recurrent_networks ├── Bellec_2020_eprop_evidence_accumulation.ipynb ├── Laje_Buonomano_2013_robust_timing_rnn.ipynb ├── Laje_Buonomano_2013_robust_timing_rnn.py ├── Laje_Buonomano_2013_simulation.ipynb ├── Laje_Buonomano_2013_simulation.py ├── Masse_2019_STP_RNN.ipynb ├── Masse_2019_STP_RNN_tasks.py ├── ParametricWorkingMemory.ipynb ├── Song_2016_EI_RNN.ipynb ├── Sussillo_Abbott_2009_FORCE_Learning.ipynb ├── Yang_2020_RNN_Analysis.ipynb ├── data │ └── DAC_handwriting_output_targets.mat ├── fixed_points_finder.ipynb ├── fixed_points_finder.py ├── fixed_points_finder2.ipynb ├── fixed_points_finder2.py └── integrator_rnn.ipynb ├── requirements.txt ├── reservoir_computing ├── Gauthier_2021_ngrc.ipynb └── predicting_Mackey_Glass_timeseries.ipynb └── working_memory ├── Bouchacourt_2019_Flexible_working_memory.ipynb └── 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