Tutorials in Computational Neuroscience

Introduction to MATLAB:

MATLAB Tutorial


Single-neuron models:

Integrate-and-Fire Model Tutorial

Hodgkin & Huxley Model Tutorial


NEURON graphical interface:

Simple Multi-Compartment Neuron Tutorial

Simple Network Tutorial


Network models:

Hopfield Network Tutorial


Receptive field analysis:

Space Time Receptive Fields Tutorial


Statistical analyses:

Spike Train Statistics Tutorial

                                        - Sur_Orientation_SpikeData.mat

                                      - Sur_Orientation_Annotation.m

- smooth.m

Principal Components Analysis Tutorial