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Hippocampal representations switch from errors to predictions during acquisition of predictive associations

We constantly exploit the statistical regularities in our environment to help guide our perception. The hippocampus has been suggested to play a pivotal role in both learning environmental statistics, as well as exploiting them to generate perceptual predictions. However, it is unclear how the hippo...

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Autores principales: Aitken, Fraser, Kok, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9178037/
https://www.ncbi.nlm.nih.gov/pubmed/35676285
http://dx.doi.org/10.1038/s41467-022-31040-w
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author Aitken, Fraser
Kok, Peter
author_facet Aitken, Fraser
Kok, Peter
author_sort Aitken, Fraser
collection PubMed
description We constantly exploit the statistical regularities in our environment to help guide our perception. The hippocampus has been suggested to play a pivotal role in both learning environmental statistics, as well as exploiting them to generate perceptual predictions. However, it is unclear how the hippocampus balances encoding new predictive associations with the retrieval of existing ones. Here, we present the results of two high resolution human fMRI studies (N = 24 for both experiments) directly investigating this. Participants were exposed to auditory cues that predicted the identity of an upcoming visual shape (with 75% validity). Using multivoxel decoding analysis, we find that the hippocampus initially preferentially represents unexpected shapes (i.e., those that violate the cue regularities), but later switches to representing the cue-predicted shape regardless of which was actually presented. These findings demonstrate that the hippocampus is involved both acquiring and exploiting predictive associations, and is dominated by either errors or predictions depending on whether learning is ongoing or complete.
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spelling pubmed-91780372022-06-10 Hippocampal representations switch from errors to predictions during acquisition of predictive associations Aitken, Fraser Kok, Peter Nat Commun Article We constantly exploit the statistical regularities in our environment to help guide our perception. The hippocampus has been suggested to play a pivotal role in both learning environmental statistics, as well as exploiting them to generate perceptual predictions. However, it is unclear how the hippocampus balances encoding new predictive associations with the retrieval of existing ones. Here, we present the results of two high resolution human fMRI studies (N = 24 for both experiments) directly investigating this. Participants were exposed to auditory cues that predicted the identity of an upcoming visual shape (with 75% validity). Using multivoxel decoding analysis, we find that the hippocampus initially preferentially represents unexpected shapes (i.e., those that violate the cue regularities), but later switches to representing the cue-predicted shape regardless of which was actually presented. These findings demonstrate that the hippocampus is involved both acquiring and exploiting predictive associations, and is dominated by either errors or predictions depending on whether learning is ongoing or complete. Nature Publishing Group UK 2022-06-08 /pmc/articles/PMC9178037/ /pubmed/35676285 http://dx.doi.org/10.1038/s41467-022-31040-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Aitken, Fraser
Kok, Peter
Hippocampal representations switch from errors to predictions during acquisition of predictive associations
title Hippocampal representations switch from errors to predictions during acquisition of predictive associations
title_full Hippocampal representations switch from errors to predictions during acquisition of predictive associations
title_fullStr Hippocampal representations switch from errors to predictions during acquisition of predictive associations
title_full_unstemmed Hippocampal representations switch from errors to predictions during acquisition of predictive associations
title_short Hippocampal representations switch from errors to predictions during acquisition of predictive associations
title_sort hippocampal representations switch from errors to predictions during acquisition of predictive associations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9178037/
https://www.ncbi.nlm.nih.gov/pubmed/35676285
http://dx.doi.org/10.1038/s41467-022-31040-w
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