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Bistability, non-ergodicity, and inhibition in pairwise maximum-entropy models

Pairwise maximum-entropy models have been used in neuroscience to predict the activity of neuronal populations, given only the time-averaged correlations of the neuron activities. This paper provides evidence that the pairwise model, applied to experimental recordings, would produce a bimodal distri...

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Detalles Bibliográficos
Autores principales: Rostami, Vahid, Porta Mana, PierGianLuca, Grün, Sonja, Helias, Moritz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5645158/
https://www.ncbi.nlm.nih.gov/pubmed/28968396
http://dx.doi.org/10.1371/journal.pcbi.1005762