GitHub - Kevin-Sean-Chen/Neural-Dynamics: Neural Dynamics (models and neu422)

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 49 Commits
.ipynb_checkpoints		.ipynb_checkpoints
EBN		EBN
NE_Hopfield		NE_Hopfield
__pycache__		__pycache__
sbi-logs/SNPE_C		sbi-logs/SNPE_C
.DS_Store		.DS_Store
1st-Order-ODE.svg		1st-Order-ODE.svg
APcircuit.py		APcircuit.py
Adaptive_Subunits.py		Adaptive_Subunits.py
Analytic_adaptive_subunits.m		Analytic_adaptive_subunits.m
Biophyiscal_LNmodel.ipynb		Biophyiscal_LNmodel.ipynb
Chemotaxis_neural_network.py		Chemotaxis_neural_network.py
DMD_PGM.py		DMD_PGM.py
DM_Lorenz.py		DM_Lorenz.py
DNF_test.py		DNF_test.py
Diffusion_Map_timeseries.ipynb		Diffusion_Map_timeseries.ipynb
Energy_landscape.ipynb		Energy_landscape.ipynb
Equ_MF_test.py		Equ_MF_test.py
KIsing_learn.py		KIsing_learn.py
Kernel_RNN.py		Kernel_RNN.py
Kuramoto_exp.py		Kuramoto_exp.py
LDS_rnn.py		LDS_rnn.py
LowRank_test.py		LowRank_test.py
NEU422_HW2_analysis.m		NEU422_HW2_analysis.m
NE_FORCE.py		NE_FORCE.py
NE_MLE_test.py		NE_MLE_test.py
NE_asymMF_test.py		NE_asymMF_test.py
NGD_temp.py		NGD_temp.py
Network_state_model.ipynb		Network_state_model.ipynb
NeuralSequence_Model.ipynb		NeuralSequence_Model.ipynb
Neural_field.py		Neural_field.py
Nonequilibrium_Hopfield.ipynb		Nonequilibrium_Hopfield.ipynb
Olfactory_coding_test.ipynb		Olfactory_coding_test.ipynb
PINN_GLM.ipynb		PINN_GLM.ipynb
PINN_RNN.ipynb		PINN_RNN.ipynb
PLML_functional		PLML_functional
PLML_functional.png		PLML_functional.png
PLML_structural		PLML_structural
PLML_structural.png		PLML_structural.png
PLML_test.dot		PLML_test.dot
PLML_test.dot.png		PLML_test.dot.png
PTA_dynamics.ipynb		PTA_dynamics.ipynb
PyMC_LotkaVolterra_test.py		PyMC_LotkaVolterra_test.py
RBF_network2.ipynb		RBF_network2.ipynb
RNN2RBF_test		RNN2RBF_test
RNN_AR.py		RNN_AR.py
RNN_MemoryTrace.py		RNN_MemoryTrace.py
RNN_projection.ipynb		RNN_projection.ipynb
SB_force.py		SB_force.py
SDM_test.py		SDM_test.py
SLDS_RingAttractor.ipynb		SLDS_RingAttractor.ipynb
SVI_spkRNN.py		SVI_spkRNN.py
ShortTermMemory_ONnet.ipynb		ShortTermMemory_ONnet.ipynb
SingleNeuronRL.py		SingleNeuronRL.py
Stabilized_Supralinear_Network.ipynb		Stabilized_Supralinear_Network.ipynb
Subunit_decoding.py		Subunit_decoding.py
SynfireChain_SGSC.ipynb		SynfireChain_SGSC.ipynb
TPAM.py		TPAM.py
TRNN.py		TRNN.py
VAE_network.py		VAE_network.py
VAE_practice.py		VAE_practice.py
WBI_AR.py		WBI_AR.py
WLC_Heteroclinic_dynamics.ipynb		WLC_Heteroclinic_dynamics.ipynb
learnWeights.m		learnWeights.m
learnWeights.m~		learnWeights.m~
observeNetworkActivity.m		observeNetworkActivity.m
sim_for_paper.m		sim_for_paper.m
structure_learn.py		structure_learn.py
teach_student_RNN.ipynb		teach_student_RNN.ipynb