Late Bayesian inference in mental transformations

Humans compensate for sensory noise by biasing sensory estimates toward prior expectations, as predicted by models of Bayesian inference. Here, the authors show that humans perform ‘late inference’ downstream of sensory processing to mitigate the effects of noisy internal mental computations.

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Détails bibliographiques
Auteurs principaux:	Evan D. Remington, Tiffany V. Parks, Mehrdad Jazayeri
Format:	article
Langue:	EN
Publié:	Nature Portfolio 2018
Sujets:	Science Q
Accès en ligne:	https://doaj.org/article/ce572fc6418d4ce5be4a5e92e20a36a7
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id	oai:doaj.org-article:ce572fc6418d4ce5be4a5e92e20a36a7
record_format	dspace
spelling	oai:doaj.org-article:ce572fc6418d4ce5be4a5e92e20a36a72021-12-02T14:40:06ZLate Bayesian inference in mental transformations10.1038/s41467-018-06726-92041-1723https://doaj.org/article/ce572fc6418d4ce5be4a5e92e20a36a72018-10-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-06726-9https://doaj.org/toc/2041-1723Humans compensate for sensory noise by biasing sensory estimates toward prior expectations, as predicted by models of Bayesian inference. Here, the authors show that humans perform ‘late inference’ downstream of sensory processing to mitigate the effects of noisy internal mental computations.Evan D. RemingtonTiffany V. ParksMehrdad JazayeriNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-13 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Evan D. Remington Tiffany V. Parks Mehrdad Jazayeri Late Bayesian inference in mental transformations
description	Humans compensate for sensory noise by biasing sensory estimates toward prior expectations, as predicted by models of Bayesian inference. Here, the authors show that humans perform ‘late inference’ downstream of sensory processing to mitigate the effects of noisy internal mental computations.
format	article
author	Evan D. Remington Tiffany V. Parks Mehrdad Jazayeri
author_facet	Evan D. Remington Tiffany V. Parks Mehrdad Jazayeri
author_sort	Evan D. Remington
title	Late Bayesian inference in mental transformations
title_short	Late Bayesian inference in mental transformations
title_full	Late Bayesian inference in mental transformations
title_fullStr	Late Bayesian inference in mental transformations
title_full_unstemmed	Late Bayesian inference in mental transformations
title_sort	late bayesian inference in mental transformations
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/ce572fc6418d4ce5be4a5e92e20a36a7
work_keys_str_mv	AT evandremington latebayesianinferenceinmentaltransformations AT tiffanyvparks latebayesianinferenceinmentaltransformations AT mehrdadjazayeri latebayesianinferenceinmentaltransformations
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Late Bayesian inference in mental transformations

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