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A hidden Markov model for decoding and the analysis of replay in spike trains

We present a hidden Markov model that describes variation in an animal’s position associated with varying levels of activity in action potential spike trains of individual place cell neurons. The model incorporates a coarse-graining of position, which we find to be a more parsimonious description of...

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Pubblicato in:J Comput Neurosci
Autori principali: Box, Marc, Jones, Matt W., Whiteley, Nick
Natura: Artigo
Lingua:Inglês
Pubblicazione: Springer US 2016
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5097117/
https://ncbi.nlm.nih.gov/pubmed/27624733
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10827-016-0621-9
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