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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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Auteurs principaux: Gašper Tkačik, Olivier Marre, Dario Amodei, Elad Schneidman, William Bialek, Michael J Berry
Format: Artigo
Langue:Inglês
Publié: Public Library of Science (PLoS) 2014-01-01
Collection:PLoS Computational Biology
Accès en ligne:http://europepmc.org/articles/PMC3879139?pdf=render
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