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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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Détails bibliographiques
Auteurs principaux: Cronin, Beau, Stevenson, Ian H., Sur, Mriganka, Körding, Konrad P.
Format: Artigo
Langue:Inglês
Publié: American Physiological Society 2010
Sujets:
Accès en ligne: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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