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An effective kinetic representation of fluctuation-driven neuronal networks with application to simple and complex cells in visual cortex

A coarse-grained representation of neuronal network dynamics is developed in terms of kinetic equations, which are derived by a moment closure, directly from the original large-scale integrate-and-fire (I&F) network. This powerful kinetic theory captures the full dynamic range of neuronal networ...

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Detalles Bibliográficos
Publicado en:Proc Natl Acad Sci U S A
Main Authors: Cai, David, Tao, Louis, Shelley, Michael, McLaughlin, David W.
Formato: Artigo
Idioma:Inglês
Publicado: National Academy of Sciences 2004
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Acceso en liña:https://ncbi.nlm.nih.govhttps://pmc.ncbi.nlm.nih.gov/articles/PMC419679/
https://ncbi.nlm.nih.govhttps://pubmed.ncbi.nlm.nih.gov/15131268/
https://ncbi.nlm.nih.govhttps://doi.org/10.1073/pnas.0401906101
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