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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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Publicat a:Neural Comput
Autors principals: Shahbaba, Babak, Zhou, Bo, Lan, Shiwei, Ombao, Hernando, Moorman, David, Behseta, Sam
Format: Artigo
Idioma:Inglês
Publicat: 2014
Matèries:
Accés en línia: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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