Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1782447492034461696 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4980665 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT baninoandrea retrievalbasedmodelaccountsforstrikingprofileofepisodicmemoryandgeneralization AT kosterraphael retrievalbasedmodelaccountsforstrikingprofileofepisodicmemoryandgeneralization AT hassabisdemis retrievalbasedmodelaccountsforstrikingprofileofepisodicmemoryandgeneralization AT kumarandharshan retrievalbasedmodelaccountsforstrikingprofileofepisodicmemoryandgeneralization |