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Hierarchical Bayesian Modeling and Markov Chain Monte Carlo Sampling for Tuning-Curve Analysis

A central theme of systems neuroscience is to characterize the tuning of neural responses to sensory stimuli or the production of movement. Statistically, we often want to estimate the parameters of the tuning curve, such as preferred direction, as well as the associated degree of uncertainty, chara...

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Detalhes bibliográficos
Main Authors: Cronin, Beau, Stevenson, Ian H., Sur, Mriganka, Körding, Konrad P.
Formato: Artigo
Idioma:Inglês
Publicado em: American Physiological Society 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2807240/
https://ncbi.nlm.nih.gov/pubmed/19889855
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1152/jn.00379.2009
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