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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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Vydáno v:Neural Comput
Hlavní autoři: Ahmadian, Yashar, Pillow, Jonathan W., Paninski, Liam
Médium: Artigo
Jazyk:Inglês
Vydáno: 2010
Témata:
On-line přístup: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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