Cargando…

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....

Descripción completa

Detalles Bibliográficos
Autores principales: Calabrese, Carmela, Bardy, Benoît G., De Lellis, Pietro, di Bernardo, Mario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784634377115795456
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
work_keys_str_mv AT calabresecarmela modelingfrequencyreductioninhumangroupsperformingajointoscillatorytask
AT bardybenoitg modelingfrequencyreductioninhumangroupsperformingajointoscillatorytask
AT delellispietro modelingfrequencyreductioninhumangroupsperformingajointoscillatorytask
AT dibernardomario modelingfrequencyreductioninhumangroupsperformingajointoscillatorytask