Decoding Spike Trains

From Ilya Nemenman: Theoretical Biophysics @ Emory
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by Ilya Nemenman and Sam Sober, Emory University

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.