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Searching for Collective Behavior in a Large Network of Sensory Neurons

Maximum entropy models are the least structured probability distributions that exactly reproduce a chosen set of statistics measured in an interacting network. Here we use this principle to construct probabilistic models which describe the correlated spiking activity of populations of up to 120 neur...

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Detalles Bibliográficos
Autores principales: Tkačik, Gašper, Marre, Olivier, Amodei, Dario, Schneidman, Elad, Bialek, William, Berry, Michael J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3879139/
https://www.ncbi.nlm.nih.gov/pubmed/24391485
http://dx.doi.org/10.1371/journal.pcbi.1003408