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Neural Decision Boundaries for Maximal Information Transmission

We consider here how to separate multidimensional signals into two categories, such that the binary decision transmits the maximum possible information about those signals. Our motivation comes from the nervous system, where neurons process multidimensional signals into a binary sequence of response...

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Detalhes bibliográficos
Main Authors: Sharpee, Tatyana, Bialek, William
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2007
Assuntos:
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC1920551/
https://ncbi.nlm.nih.gov/pubmed/17653273
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0000646
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