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Functional imaging analyses reveal prototype and exemplar representations in a perceptual single-category task
Similarity-based categorization can be performed by memorizing category members as exemplars or by abstracting the central tendency of the category – the prototype. In similarity-based categorization of stimuli with clearly identifiable dimensions from two categories, prototype representations were...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9437087/ https://www.ncbi.nlm.nih.gov/pubmed/36050393 http://dx.doi.org/10.1038/s42003-022-03858-z |
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author | Blank, Helen Bayer, Janine |
author_facet | Blank, Helen Bayer, Janine |
author_sort | Blank, Helen |
collection | PubMed |
description | Similarity-based categorization can be performed by memorizing category members as exemplars or by abstracting the central tendency of the category – the prototype. In similarity-based categorization of stimuli with clearly identifiable dimensions from two categories, prototype representations were previously located in the hippocampus and the ventromedial prefrontal cortex (vmPFC) and exemplar representations in areas supporting visual memory. However, the neural implementation of exemplar and prototype representations in perceptual similarity-based categorization of single categories is unclear. To investigate these representations, we applied model-based univariate and multivariate analyses of functional imaging data from a dot-pattern paradigm-based task. Univariate prototype and exemplar representations occurred bilaterally in visual areas. Multivariate analyses additionally identified prototype representations in parietal areas and exemplar representations in the hippocampus. Bayesian analyses supported the non-presence of prototype representations in the hippocampus and the vmPFC. We additionally demonstrate that some individuals form both representation types simultaneously, probably granting flexibility in categorization strategies. |
format | Online Article Text |
id | pubmed-9437087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-94370872022-09-03 Functional imaging analyses reveal prototype and exemplar representations in a perceptual single-category task Blank, Helen Bayer, Janine Commun Biol Article Similarity-based categorization can be performed by memorizing category members as exemplars or by abstracting the central tendency of the category – the prototype. In similarity-based categorization of stimuli with clearly identifiable dimensions from two categories, prototype representations were previously located in the hippocampus and the ventromedial prefrontal cortex (vmPFC) and exemplar representations in areas supporting visual memory. However, the neural implementation of exemplar and prototype representations in perceptual similarity-based categorization of single categories is unclear. To investigate these representations, we applied model-based univariate and multivariate analyses of functional imaging data from a dot-pattern paradigm-based task. Univariate prototype and exemplar representations occurred bilaterally in visual areas. Multivariate analyses additionally identified prototype representations in parietal areas and exemplar representations in the hippocampus. Bayesian analyses supported the non-presence of prototype representations in the hippocampus and the vmPFC. We additionally demonstrate that some individuals form both representation types simultaneously, probably granting flexibility in categorization strategies. Nature Publishing Group UK 2022-09-01 /pmc/articles/PMC9437087/ /pubmed/36050393 http://dx.doi.org/10.1038/s42003-022-03858-z 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 Blank, Helen Bayer, Janine Functional imaging analyses reveal prototype and exemplar representations in a perceptual single-category task |
title | Functional imaging analyses reveal prototype and exemplar representations in a perceptual single-category task |
title_full | Functional imaging analyses reveal prototype and exemplar representations in a perceptual single-category task |
title_fullStr | Functional imaging analyses reveal prototype and exemplar representations in a perceptual single-category task |
title_full_unstemmed | Functional imaging analyses reveal prototype and exemplar representations in a perceptual single-category task |
title_short | Functional imaging analyses reveal prototype and exemplar representations in a perceptual single-category task |
title_sort | functional imaging analyses reveal prototype and exemplar representations in a perceptual single-category task |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9437087/ https://www.ncbi.nlm.nih.gov/pubmed/36050393 http://dx.doi.org/10.1038/s42003-022-03858-z |
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