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The effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions

Expectations can lead to prediction errors of varying degrees depending on the extent to which the information encountered in the environment conforms with prior knowledge. While there is strong evidence on the computationally specific effects of such prediction errors on learning, relatively less e...

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Autores principales: Pupillo, Francesco, Ortiz-Tudela, Javier, Bruckner, Rasmus, Shing, Yee Lee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10226026/
https://www.ncbi.nlm.nih.gov/pubmed/37248232
http://dx.doi.org/10.1038/s41539-023-00166-x
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author Pupillo, Francesco
Ortiz-Tudela, Javier
Bruckner, Rasmus
Shing, Yee Lee
author_facet Pupillo, Francesco
Ortiz-Tudela, Javier
Bruckner, Rasmus
Shing, Yee Lee
author_sort Pupillo, Francesco
collection PubMed
description Expectations can lead to prediction errors of varying degrees depending on the extent to which the information encountered in the environment conforms with prior knowledge. While there is strong evidence on the computationally specific effects of such prediction errors on learning, relatively less evidence is available regarding their effects on episodic memory. Here, we had participants work on a task in which they learned context/object-category associations of different strengths based on the outcomes of their predictions. We then used a reinforcement learning model to derive subject-specific trial-to-trial estimates of prediction error at encoding and link it to subsequent recognition memory. Results showed that model-derived prediction errors at encoding influenced subsequent memory as a function of the outcome of participants’ predictions (correct vs. incorrect). When participants correctly predicted the object category, stronger prediction errors (as a consequence of weak expectations) led to enhanced memory. In contrast, when participants incorrectly predicted the object category, stronger prediction errors (as a consequence of strong expectations) led to impaired memory. These results highlight the important moderating role of choice outcome that may be related to interactions between the hippocampal and striatal dopaminergic systems.
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spelling pubmed-102260262023-05-30 The effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions Pupillo, Francesco Ortiz-Tudela, Javier Bruckner, Rasmus Shing, Yee Lee NPJ Sci Learn Article Expectations can lead to prediction errors of varying degrees depending on the extent to which the information encountered in the environment conforms with prior knowledge. While there is strong evidence on the computationally specific effects of such prediction errors on learning, relatively less evidence is available regarding their effects on episodic memory. Here, we had participants work on a task in which they learned context/object-category associations of different strengths based on the outcomes of their predictions. We then used a reinforcement learning model to derive subject-specific trial-to-trial estimates of prediction error at encoding and link it to subsequent recognition memory. Results showed that model-derived prediction errors at encoding influenced subsequent memory as a function of the outcome of participants’ predictions (correct vs. incorrect). When participants correctly predicted the object category, stronger prediction errors (as a consequence of weak expectations) led to enhanced memory. In contrast, when participants incorrectly predicted the object category, stronger prediction errors (as a consequence of strong expectations) led to impaired memory. These results highlight the important moderating role of choice outcome that may be related to interactions between the hippocampal and striatal dopaminergic systems. Nature Publishing Group UK 2023-05-29 /pmc/articles/PMC10226026/ /pubmed/37248232 http://dx.doi.org/10.1038/s41539-023-00166-x Text en © The Author(s) 2023 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
Pupillo, Francesco
Ortiz-Tudela, Javier
Bruckner, Rasmus
Shing, Yee Lee
The effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions
title The effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions
title_full The effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions
title_fullStr The effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions
title_full_unstemmed The effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions
title_short The effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions
title_sort effect of prediction error on episodic memory encoding is modulated by the outcome of the predictions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10226026/
https://www.ncbi.nlm.nih.gov/pubmed/37248232
http://dx.doi.org/10.1038/s41539-023-00166-x
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