Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data

Archived code for reading data saved by the Open Ephys GUI

Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).

Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and theta phase information. Used in Hardcastle et al., 2017.

A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.

Accompanying code for Aljadeff et al., 'Analysis of Neuronal Spike Trains, Deconstructed', Neuron (2016)

imaging, spike trains, information theory, neural circuitry, synaptic, channel properties

Method for cell assembly detection in parallel spike trains

Neural Spike Train Analysis

MATLAB data analysis of a Interspike Intervals of neurons in a monkey's brain and removing noise from spike train data.

Completed tutorials and questions from the book "An Introductory Course in Computational Neuroscience" by Paul Miller

Code to explore spike train rhythmicity in striatal data

applies bayesian population decoding of the electrophysiological activity of place cells in order to estimate position