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Cross-Subject Commonality of Emotion Representations in Dorsal Motion-Sensitive Areas
Emotion perception is a crucial question in cognitive neuroscience and the underlying neural substrates have been the subject of intense study. One of our previous studies demonstrated that motion-sensitive areas are involved in the perception of facial expressions. However, it remains unclear wheth...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7591793/ https://www.ncbi.nlm.nih.gov/pubmed/33177977 http://dx.doi.org/10.3389/fnins.2020.567797 |
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author | Liang, Yin Liu, Baolin |
author_facet | Liang, Yin Liu, Baolin |
author_sort | Liang, Yin |
collection | PubMed |
description | Emotion perception is a crucial question in cognitive neuroscience and the underlying neural substrates have been the subject of intense study. One of our previous studies demonstrated that motion-sensitive areas are involved in the perception of facial expressions. However, it remains unclear whether emotions perceived from whole-person stimuli can be decoded from the motion-sensitive areas. In addition, if emotions are represented in the motion-sensitive areas, we may further ask whether the representations of emotions in the motion-sensitive areas can be shared across individual subjects. To address these questions, this study collected neural images while participants viewed emotions (joy, anger, and fear) from videos of whole-person expressions (contained both face and body parts) in a block-design functional magnetic resonance imaging (fMRI) experiment. Multivariate pattern analysis (MVPA) was conducted to explore the emotion decoding performance in individual-defined dorsal motion-sensitive regions of interest (ROIs). Results revealed that emotions could be successfully decoded from motion-sensitive ROIs with statistically significant classification accuracies for three emotions as well as positive versus negative emotions. Moreover, results from the cross-subject classification analysis showed that a person’s emotion representation could be robustly predicted by others’ emotion representations in motion-sensitive areas. Together, these results reveal that emotions are represented in dorsal motion-sensitive areas and that the representation of emotions is consistent across subjects. Our findings provide new evidence of the involvement of motion-sensitive areas in the emotion decoding, and further suggest that there exists a common emotion code in the motion-sensitive areas across individual subjects. |
format | Online Article Text |
id | pubmed-7591793 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75917932020-11-10 Cross-Subject Commonality of Emotion Representations in Dorsal Motion-Sensitive Areas Liang, Yin Liu, Baolin Front Neurosci Neuroscience Emotion perception is a crucial question in cognitive neuroscience and the underlying neural substrates have been the subject of intense study. One of our previous studies demonstrated that motion-sensitive areas are involved in the perception of facial expressions. However, it remains unclear whether emotions perceived from whole-person stimuli can be decoded from the motion-sensitive areas. In addition, if emotions are represented in the motion-sensitive areas, we may further ask whether the representations of emotions in the motion-sensitive areas can be shared across individual subjects. To address these questions, this study collected neural images while participants viewed emotions (joy, anger, and fear) from videos of whole-person expressions (contained both face and body parts) in a block-design functional magnetic resonance imaging (fMRI) experiment. Multivariate pattern analysis (MVPA) was conducted to explore the emotion decoding performance in individual-defined dorsal motion-sensitive regions of interest (ROIs). Results revealed that emotions could be successfully decoded from motion-sensitive ROIs with statistically significant classification accuracies for three emotions as well as positive versus negative emotions. Moreover, results from the cross-subject classification analysis showed that a person’s emotion representation could be robustly predicted by others’ emotion representations in motion-sensitive areas. Together, these results reveal that emotions are represented in dorsal motion-sensitive areas and that the representation of emotions is consistent across subjects. Our findings provide new evidence of the involvement of motion-sensitive areas in the emotion decoding, and further suggest that there exists a common emotion code in the motion-sensitive areas across individual subjects. Frontiers Media S.A. 2020-10-14 /pmc/articles/PMC7591793/ /pubmed/33177977 http://dx.doi.org/10.3389/fnins.2020.567797 Text en Copyright © 2020 Liang and Liu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Liang, Yin Liu, Baolin Cross-Subject Commonality of Emotion Representations in Dorsal Motion-Sensitive Areas |
title | Cross-Subject Commonality of Emotion Representations in Dorsal Motion-Sensitive Areas |
title_full | Cross-Subject Commonality of Emotion Representations in Dorsal Motion-Sensitive Areas |
title_fullStr | Cross-Subject Commonality of Emotion Representations in Dorsal Motion-Sensitive Areas |
title_full_unstemmed | Cross-Subject Commonality of Emotion Representations in Dorsal Motion-Sensitive Areas |
title_short | Cross-Subject Commonality of Emotion Representations in Dorsal Motion-Sensitive Areas |
title_sort | cross-subject commonality of emotion representations in dorsal motion-sensitive areas |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7591793/ https://www.ncbi.nlm.nih.gov/pubmed/33177977 http://dx.doi.org/10.3389/fnins.2020.567797 |
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