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A Semiparametric Bayesian Model for Detecting Synchrony Among Multiple Neurons

We propose a scalable semiparametric Bayesian model to capture dependencies among multiple neurons by detecting their co-firing (possibly with some lag time) patterns over time. After discretizing time so there is at most one spike at each interval, the resulting sequence of 1’s (spike) and 0’s (sil...

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Detalhes bibliográficos
Publicado no:Neural Comput
Main Authors: Shahbaba, Babak, Zhou, Bo, Lan, Shiwei, Ombao, Hernando, Moorman, David, Behseta, Sam
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4377280/
https://ncbi.nlm.nih.gov/pubmed/24922500
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/NECO_a_00631
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