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Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization

A fundamental theoretical tension exists between the role of the hippocampus in generalizing across a set of related episodes, and in supporting memory for individual episodes. Whilst the former requires an appreciation of the commonalities across episodes, the latter emphasizes the representation o...

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Detalles Bibliográficos
Autores principales: Banino, Andrea, Koster, Raphael, Hassabis, Demis, Kumaran, Dharshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4980665/
https://www.ncbi.nlm.nih.gov/pubmed/27510579
http://dx.doi.org/10.1038/srep31330
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author Banino, Andrea
Koster, Raphael
Hassabis, Demis
Kumaran, Dharshan
author_facet Banino, Andrea
Koster, Raphael
Hassabis, Demis
Kumaran, Dharshan
author_sort Banino, Andrea
collection PubMed
description A fundamental theoretical tension exists between the role of the hippocampus in generalizing across a set of related episodes, and in supporting memory for individual episodes. Whilst the former requires an appreciation of the commonalities across episodes, the latter emphasizes the representation of the specifics of individual experiences. We developed a novel version of the hippocampal-dependent paired associate inference (PAI) paradigm, which afforded us the unique opportunity to investigate the relationship between episodic memory and generalization in parallel. Across four experiments, we provide surprising evidence that the overlap between object pairs in the PAI paradigm results in a marked loss of episodic memory. Critically, however, we demonstrate that superior generalization ability was associated with stronger episodic memory. Through computational simulations we show that this striking profile of behavioral findings is best accounted for by a mechanism by which generalization occurs at the point of retrieval, through the recombination of related episodes on the fly. Taken together, our study offers new insights into the intricate relationship between episodic memory and generalization, and constrains theories of the mechanisms by which the hippocampus supports generalization.
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spelling pubmed-49806652016-08-19 Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization Banino, Andrea Koster, Raphael Hassabis, Demis Kumaran, Dharshan Sci Rep Article A fundamental theoretical tension exists between the role of the hippocampus in generalizing across a set of related episodes, and in supporting memory for individual episodes. Whilst the former requires an appreciation of the commonalities across episodes, the latter emphasizes the representation of the specifics of individual experiences. We developed a novel version of the hippocampal-dependent paired associate inference (PAI) paradigm, which afforded us the unique opportunity to investigate the relationship between episodic memory and generalization in parallel. Across four experiments, we provide surprising evidence that the overlap between object pairs in the PAI paradigm results in a marked loss of episodic memory. Critically, however, we demonstrate that superior generalization ability was associated with stronger episodic memory. Through computational simulations we show that this striking profile of behavioral findings is best accounted for by a mechanism by which generalization occurs at the point of retrieval, through the recombination of related episodes on the fly. Taken together, our study offers new insights into the intricate relationship between episodic memory and generalization, and constrains theories of the mechanisms by which the hippocampus supports generalization. Nature Publishing Group 2016-08-11 /pmc/articles/PMC4980665/ /pubmed/27510579 http://dx.doi.org/10.1038/srep31330 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Banino, Andrea
Koster, Raphael
Hassabis, Demis
Kumaran, Dharshan
Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization
title Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization
title_full Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization
title_fullStr Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization
title_full_unstemmed Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization
title_short Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization
title_sort retrieval-based model accounts for striking profile of episodic memory and generalization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4980665/
https://www.ncbi.nlm.nih.gov/pubmed/27510579
http://dx.doi.org/10.1038/srep31330
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