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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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書目詳細資料
Main Authors: Pecevski, Dejan, Buesing, Lars, Maass, Wolfgang
格式: Artigo
語言:Inglês
出版: Public Library of Science 2011
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在線閱讀: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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