The neural dynamics of hierarchical Bayesian causal inference in multisensory perception

How do we make inferences about the source of sensory signals? Here, the authors use Bayesian causal modeling and measures of neural activity to show how the brain dynamically codes for and combines sensory signals to draw causal inferences.

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Autores principales: Tim Rohe, Ann-Christine Ehlis, Uta Noppeney
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2019
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Acceso en línea:https://doaj.org/article/a434c215c566478aab102f7709740109
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spelling oai:doaj.org-article:a434c215c566478aab102f77097401092021-12-02T16:57:41ZThe neural dynamics of hierarchical Bayesian causal inference in multisensory perception10.1038/s41467-019-09664-22041-1723https://doaj.org/article/a434c215c566478aab102f77097401092019-04-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-09664-2https://doaj.org/toc/2041-1723How do we make inferences about the source of sensory signals? Here, the authors use Bayesian causal modeling and measures of neural activity to show how the brain dynamically codes for and combines sensory signals to draw causal inferences.Tim RoheAnn-Christine EhlisUta NoppeneyNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-17 (2019)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Tim Rohe
Ann-Christine Ehlis
Uta Noppeney
The neural dynamics of hierarchical Bayesian causal inference in multisensory perception
description How do we make inferences about the source of sensory signals? Here, the authors use Bayesian causal modeling and measures of neural activity to show how the brain dynamically codes for and combines sensory signals to draw causal inferences.
format article
author Tim Rohe
Ann-Christine Ehlis
Uta Noppeney
author_facet Tim Rohe
Ann-Christine Ehlis
Uta Noppeney
author_sort Tim Rohe
title The neural dynamics of hierarchical Bayesian causal inference in multisensory perception
title_short The neural dynamics of hierarchical Bayesian causal inference in multisensory perception
title_full The neural dynamics of hierarchical Bayesian causal inference in multisensory perception
title_fullStr The neural dynamics of hierarchical Bayesian causal inference in multisensory perception
title_full_unstemmed The neural dynamics of hierarchical Bayesian causal inference in multisensory perception
title_sort neural dynamics of hierarchical bayesian causal inference in multisensory perception
publisher Nature Portfolio
publishDate 2019
url https://doaj.org/article/a434c215c566478aab102f7709740109
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