An Introduction to the Non-Equilibrium Steady States of Maximum Entropy Spike Trains

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 the literature of non-equi...

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Bibliographic Details

Published in:	Entropy
Main Authors:	Rodrigo Cofré, Leonardo Videla, Fernando Rosas
Format:	Article
Language:	English
Published:	MDPI AG 2019-09-01
Subjects:	non-equilibrium steady states maximum entropy principle spike train statistics entropy production
Online Access:	https://www.mdpi.com/1099-4300/21/9/884