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Distributed Bayesian Computation and Self-Organized Learning in Sheets of Spiking Neurons with Local Lateral Inhibition

During the last decade, Bayesian probability theory has emerged as a framework in cognitive science and neuroscience for describing perception, reasoning and learning of mammals. However, our understanding of how probabilistic computations could be organized in the brain, and how the observed connec...

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Dettagli Bibliografici
Pubblicato in:PLoS One
Autori principali: Bill, Johannes, Buesing, Lars, Habenschuss, Stefan, Nessler, Bernhard, Maass, Wolfgang, Legenstein, Robert
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2015
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4540468/
https://ncbi.nlm.nih.gov/pubmed/26284370
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0134356
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