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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Nature Portfolio
2018
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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) |
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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 |
_version_ |
1718390443699339264 |