A collection of mini computational neuroscience code/research projects
Project 1: Modelling the logistic map function with chaotic inputs
Project 2: Modelling the Leaky Integrate-and-Fire (LIF) Neuron
Project 3: Spiking neuron models in Brian
Project 4: Spike-time dependent synaptic plasticity (STDP) [Hebbian learning]
Project 5: Fundamental models of the primate visual system [Gabor Filters]
Project 6: Artificial neural networks [Perceptron]
Project 7: Deep learning [Logistic regression using backpropogation, gradient descent]
Project 8: Convolutional neural networks