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Probabilistic Inference in General Graphical Models through Sampling in Stochastic Networks of Spiking Neurons

An important open problem of computational neuroscience is the generic organization of computations in networks of neurons in the brain. We show here through rigorous theoretical analysis that inherent stochastic features of spiking neurons, in combination with simple nonlinear computational operati...

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Detalhes bibliográficos
Main Authors: Pecevski, Dejan, Buesing, Lars, Maass, Wolfgang
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3240581/
https://ncbi.nlm.nih.gov/pubmed/22219717
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1002294
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