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Author manuscript, published in "Journal of Physiology-Paris (2012)" Spike train statistics and Gibbs

By B. Cessac and R. Cofré

Abstract

This paper is based on a lecture given in the LACONEU summer school, Valparaiso, January 2012. We introduce Gibbs distribution in a general setting, includingnonstationary dynamics, and presentthenthree examples of such Gibbs distributions, in the context of neural networks spike train statistics: (i) Maximum entropy model with spatio-tempora

Topics: spike train statistics, Gibbs distributions
Year: 1302
OAI identifier: oai:CiteSeerX.psu:10.1.1.372.2312
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