computational-neuroscience

Project 1 :

implementation of Leaky Integrate and Fire (LIF) Neuron model
implementation of Exponential Leaky Integrate and Fire (ELIF) Neuron model
implementation of Adaptive ExponentialLeaky Integrate and Fire (Adaptive-ELIF) Neuron model
and exploring the above models

Project 2:

implementation and exploring Inhibitory and Excitatory populations

Project 3:

implementation of Spike-timing-dependent plasticity (STDP) learning rule
implementation of Spiking neural networks (SNN)
and exploring SNN with STDP learning rule in learing two spike pattern

-full project definition and documentations are available in docs folder (only in Farsi)