Decoding Spike Trains

Back to ATLNextGenNeuro Workshop 2020.

by Ilya Nemenman and Sam Sober, Emory University

Abstract

This tutorial will provide an introduction for using information theoretic and statistical physics-based methods for analysis of spike trains, such as detecting the scale of temporal features involved in the neural control, detection of multi-neuron synergies, and identification of multi spike patterns that are correlated with (and possibly control) behavior.