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Efficient Markov Chain Monte Carlo Methods for Decoding Neural Spike Trains

Stimulus reconstruction or decoding methods provide an important tool for understanding how sensory and motor information is represented in neural activity. We discuss Bayesian decoding methods based on an encoding generalized linear model (GLM) that accurately describes how stimuli are transformed...

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Detalhes bibliográficos
Publicado no:Neural Comput
Main Authors: Ahmadian, Yashar, Pillow, Jonathan W., Paninski, Liam
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4740351/
https://ncbi.nlm.nih.gov/pubmed/20964539
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/NECO_a_00059
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