2019
DOI: 10.20944/preprints201907.0230.v1
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An Introduction to the Non-Equilibrium Steady States of Maximum Entropy Spike Trains

Abstract: Although most biological processes are characterized by a strong temporal asymmetry, several popular mathematical models neglect this issue. Maximum entropy methods provide a principled way of addressing time irreversibility, which leverages powerful results and ideas from the3literature of non-equilibrium statistical mechanics. This article provides a comprehensive overview of these issues, with a focus in the case of spike train statistics. We provide a detailed account of the5mathematical foundations and wo… Show more

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