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Modeling Frequency Reduction in Human Groups Performing a Joint Oscillatory Task
In human groups performing oscillatory tasks, it has been observed that the frequency of participants' oscillations reduces when compared to that acquired in solo. This experimental observation is not captured by the standard Kuramoto oscillators, often employed to model human synchronization....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8765722/ https://www.ncbi.nlm.nih.gov/pubmed/35058838 http://dx.doi.org/10.3389/fpsyg.2021.753758 |
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author | Calabrese, Carmela Bardy, Benoît G. De Lellis, Pietro di Bernardo, Mario |
author_facet | Calabrese, Carmela Bardy, Benoît G. De Lellis, Pietro di Bernardo, Mario |
author_sort | Calabrese, Carmela |
collection | PubMed |
description | In human groups performing oscillatory tasks, it has been observed that the frequency of participants' oscillations reduces when compared to that acquired in solo. This experimental observation is not captured by the standard Kuramoto oscillators, often employed to model human synchronization. In this work, we aim at capturing this observed phenomenon by proposing three alternative modifications of the standard Kuramoto model that are based on three different biologically-relevant hypotheses underlying group synchronization. The three models are tuned, validated and compared against experiments on a group synchronization task, which is a multi-agent extension of the so-called mirror game. |
format | Online Article Text |
id | pubmed-8765722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87657222022-01-19 Modeling Frequency Reduction in Human Groups Performing a Joint Oscillatory Task Calabrese, Carmela Bardy, Benoît G. De Lellis, Pietro di Bernardo, Mario Front Psychol Psychology In human groups performing oscillatory tasks, it has been observed that the frequency of participants' oscillations reduces when compared to that acquired in solo. This experimental observation is not captured by the standard Kuramoto oscillators, often employed to model human synchronization. In this work, we aim at capturing this observed phenomenon by proposing three alternative modifications of the standard Kuramoto model that are based on three different biologically-relevant hypotheses underlying group synchronization. The three models are tuned, validated and compared against experiments on a group synchronization task, which is a multi-agent extension of the so-called mirror game. Frontiers Media S.A. 2022-01-04 /pmc/articles/PMC8765722/ /pubmed/35058838 http://dx.doi.org/10.3389/fpsyg.2021.753758 Text en Copyright © 2022 Calabrese, Bardy, De Lellis and di Bernardo. https://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 | Psychology Calabrese, Carmela Bardy, Benoît G. De Lellis, Pietro di Bernardo, Mario Modeling Frequency Reduction in Human Groups Performing a Joint Oscillatory Task |
title | Modeling Frequency Reduction in Human Groups Performing a Joint Oscillatory Task |
title_full | Modeling Frequency Reduction in Human Groups Performing a Joint Oscillatory Task |
title_fullStr | Modeling Frequency Reduction in Human Groups Performing a Joint Oscillatory Task |
title_full_unstemmed | Modeling Frequency Reduction in Human Groups Performing a Joint Oscillatory Task |
title_short | Modeling Frequency Reduction in Human Groups Performing a Joint Oscillatory Task |
title_sort | modeling frequency reduction in human groups performing a joint oscillatory task |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8765722/ https://www.ncbi.nlm.nih.gov/pubmed/35058838 http://dx.doi.org/10.3389/fpsyg.2021.753758 |
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