Computational Neuroscience projects.

Fuzzy systems control course project - Petroleum University of Technology

Fuzzy systems control course project - Petroleum University of Technology

Pytorch version of ESN. Learning algorithms include FORCE, inverse matrix, and Gradient Descent. Unlike traditional ESNs, large storage nodes can be used using memory much more efficiently.

Fuzzy systems control course project - Petroleum University of Technology

A Python package to simulate and measure chaotic dynamical systems.

Hopfield NN for Mackey-Glass equations

Kohonen-SOM(NN) for Mackey-Glass equations

LSTM for forecasting the Mackey-Glass time series

Time delay NN for Mackey-Glass equations