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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Sharpee, Tatyana, Bialek, William
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2007
Schlagworte:
1
Online Zugang: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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