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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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Bibliografiset tiedot
Päätekijät: Pecevski, Dejan, Buesing, Lars, Maass, Wolfgang
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Public Library of Science 2011
Aiheet:
Linkit: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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