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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Nature Portfolio
2019
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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) |
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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 |
work_keys_str_mv |
AT timrohe theneuraldynamicsofhierarchicalbayesiancausalinferenceinmultisensoryperception AT annchristineehlis theneuraldynamicsofhierarchicalbayesiancausalinferenceinmultisensoryperception AT utanoppeney theneuraldynamicsofhierarchicalbayesiancausalinferenceinmultisensoryperception AT timrohe neuraldynamicsofhierarchicalbayesiancausalinferenceinmultisensoryperception AT annchristineehlis neuraldynamicsofhierarchicalbayesiancausalinferenceinmultisensoryperception AT utanoppeney neuraldynamicsofhierarchicalbayesiancausalinferenceinmultisensoryperception |
_version_ |
1718382520147378176 |