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Large Deviations Properties of Maximum Entropy Markov Chains from Spike Trains

We consider the maximum entropy Markov chain inference approach to characterize the collective statistics of neuronal spike trains, focusing on the statistical properties of the inferred model. To find the maximum entropy Markov chain, we use the thermodynamic formalism, which provides insightful co...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Cofré, Rodrigo, Maldonado, Cesar, Rosas, Fernando
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7513098/
https://ncbi.nlm.nih.gov/pubmed/33265662
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20080573
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