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Memory guidance of value-based decision making at an abstract level of representation
Value-based decisions about alternatives we have never experienced can be guided by associations between current choice options and memories of prior reward. A critical question is how similar memories need to be to the current situation to effectively guide decisions. We address this question in th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7726557/ https://www.ncbi.nlm.nih.gov/pubmed/33299077 http://dx.doi.org/10.1038/s41598-020-78460-6 |
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author | Liashenko, Anna Dizaji, Aslan S. Melloni, Lucia Schwiedrzik, Caspar M. |
author_facet | Liashenko, Anna Dizaji, Aslan S. Melloni, Lucia Schwiedrzik, Caspar M. |
author_sort | Liashenko, Anna |
collection | PubMed |
description | Value-based decisions about alternatives we have never experienced can be guided by associations between current choice options and memories of prior reward. A critical question is how similar memories need to be to the current situation to effectively guide decisions. We address this question in the context of associative learning of faces using a sensory preconditioning paradigm. We find that memories of reward spread along established associations between faces to guide decision making. While memory guidance is specific for associated facial identities, it does not only occur for the specific images that were originally encountered. Instead, memory guidance generalizes across different images of the associated identities. This suggests that memory guidance does not rely on a pictorial format of representation but on a higher, view-invariant level of abstraction. Thus, memory guidance operates on a level of representation that neither over- nor underspecifies associative relationships in the context of obtaining reward. |
format | Online Article Text |
id | pubmed-7726557 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-77265572020-12-14 Memory guidance of value-based decision making at an abstract level of representation Liashenko, Anna Dizaji, Aslan S. Melloni, Lucia Schwiedrzik, Caspar M. Sci Rep Article Value-based decisions about alternatives we have never experienced can be guided by associations between current choice options and memories of prior reward. A critical question is how similar memories need to be to the current situation to effectively guide decisions. We address this question in the context of associative learning of faces using a sensory preconditioning paradigm. We find that memories of reward spread along established associations between faces to guide decision making. While memory guidance is specific for associated facial identities, it does not only occur for the specific images that were originally encountered. Instead, memory guidance generalizes across different images of the associated identities. This suggests that memory guidance does not rely on a pictorial format of representation but on a higher, view-invariant level of abstraction. Thus, memory guidance operates on a level of representation that neither over- nor underspecifies associative relationships in the context of obtaining reward. Nature Publishing Group UK 2020-12-09 /pmc/articles/PMC7726557/ /pubmed/33299077 http://dx.doi.org/10.1038/s41598-020-78460-6 Text en © The Author(s) 2020 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Liashenko, Anna Dizaji, Aslan S. Melloni, Lucia Schwiedrzik, Caspar M. Memory guidance of value-based decision making at an abstract level of representation |
title | Memory guidance of value-based decision making at an abstract level of representation |
title_full | Memory guidance of value-based decision making at an abstract level of representation |
title_fullStr | Memory guidance of value-based decision making at an abstract level of representation |
title_full_unstemmed | Memory guidance of value-based decision making at an abstract level of representation |
title_short | Memory guidance of value-based decision making at an abstract level of representation |
title_sort | memory guidance of value-based decision making at an abstract level of representation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7726557/ https://www.ncbi.nlm.nih.gov/pubmed/33299077 http://dx.doi.org/10.1038/s41598-020-78460-6 |
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