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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Detalles Bibliográficos
Autores principales: Cofré, Rodrigo, Maldonado, Cesar, Rosas, Fernando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513098/
https://www.ncbi.nlm.nih.gov/pubmed/33265662
http://dx.doi.org/10.3390/e20080573

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513098/
https://www.ncbi.nlm.nih.gov/pubmed/33265662
http://dx.doi.org/10.3390/e20080573

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