Spike trains analysis, Gibbs distributions and (Variable Length ?) Markov chains

Bruno Cessac 1
1 NEUROMATHCOMP - Mathematical and Computational Neuroscience
CRISAM - Inria Sophia Antipolis - Méditerranée , JAD - Laboratoire Jean Alexandre Dieudonné : UMR6621
Abstract : We review recent advances in the statistical analysis of neuronal spike trains based on Gibbs distributions in a large sense (including non stationarity). We evoke some possible applications of Variable Length Markov Chains in this field.
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Conference papers
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https://hal.inria.fr/hal-00845619
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Submitted on : Wednesday, July 17, 2013 - 2:19:38 PM
Last modification on : Thursday, May 3, 2018 - 1:32:58 PM

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  • HAL Id : hal-00845619, version 1

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Bruno Cessac. Spike trains analysis, Gibbs distributions and (Variable Length ?) Markov chains. VLMC days, 5-6 March 2013, Mar 2013, Dijon, France. ⟨hal-00845619⟩

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