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Domain‐specific and domain‐general neural network engagement during human–robot interactions
To what extent do domain‐general and domain‐specific neural network engagement generalize across interactions with human and artificial agents? In this exploratory study, we analysed a publicly available functional MRI (fMRI) data set (n = 22) to probe the similarities and dissimilarities in neural...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9828180/ https://www.ncbi.nlm.nih.gov/pubmed/36111622 http://dx.doi.org/10.1111/ejn.15823 |
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author | Hogenhuis, Ann Hortensius, Ruud |
author_facet | Hogenhuis, Ann Hortensius, Ruud |
author_sort | Hogenhuis, Ann |
collection | PubMed |
description | To what extent do domain‐general and domain‐specific neural network engagement generalize across interactions with human and artificial agents? In this exploratory study, we analysed a publicly available functional MRI (fMRI) data set (n = 22) to probe the similarities and dissimilarities in neural architecture while participants conversed with another person or a robot. Incorporating trial‐by‐trial dynamics of the interactions, listening and speaking, we used whole‐brain, region‐of‐interest and functional connectivity analyses to test response profiles within and across social or non‐social, domain‐specific and domain‐general networks, that is, the person perception, theory‐of‐mind, object‐specific, language and multiple‐demand networks. Listening to a robot compared to a human resulted in higher activation in the language network, especially in areas associated with listening comprehension, and in the person perception network. No differences in activity of the theory‐of‐mind network were found. Results from the functional connectivity analysis showed no difference between interactions with a human or robot in within‐ and between‐network connectivity. Together, these results suggest that although largely similar regions are activated when speaking to a human and to a robot, activity profiles during listening point to a dissociation at a lower level or perceptual level, but not higher order cognitive level. |
format | Online Article Text |
id | pubmed-9828180 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98281802023-01-10 Domain‐specific and domain‐general neural network engagement during human–robot interactions Hogenhuis, Ann Hortensius, Ruud Eur J Neurosci Systems Neuroscience To what extent do domain‐general and domain‐specific neural network engagement generalize across interactions with human and artificial agents? In this exploratory study, we analysed a publicly available functional MRI (fMRI) data set (n = 22) to probe the similarities and dissimilarities in neural architecture while participants conversed with another person or a robot. Incorporating trial‐by‐trial dynamics of the interactions, listening and speaking, we used whole‐brain, region‐of‐interest and functional connectivity analyses to test response profiles within and across social or non‐social, domain‐specific and domain‐general networks, that is, the person perception, theory‐of‐mind, object‐specific, language and multiple‐demand networks. Listening to a robot compared to a human resulted in higher activation in the language network, especially in areas associated with listening comprehension, and in the person perception network. No differences in activity of the theory‐of‐mind network were found. Results from the functional connectivity analysis showed no difference between interactions with a human or robot in within‐ and between‐network connectivity. Together, these results suggest that although largely similar regions are activated when speaking to a human and to a robot, activity profiles during listening point to a dissociation at a lower level or perceptual level, but not higher order cognitive level. John Wiley and Sons Inc. 2022-09-27 2022-11 /pmc/articles/PMC9828180/ /pubmed/36111622 http://dx.doi.org/10.1111/ejn.15823 Text en © 2022 The Authors. European Journal of Neuroscience published by Federation of European Neuroscience Societies and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Systems Neuroscience Hogenhuis, Ann Hortensius, Ruud Domain‐specific and domain‐general neural network engagement during human–robot interactions |
title | Domain‐specific and domain‐general neural network engagement during human–robot interactions |
title_full | Domain‐specific and domain‐general neural network engagement during human–robot interactions |
title_fullStr | Domain‐specific and domain‐general neural network engagement during human–robot interactions |
title_full_unstemmed | Domain‐specific and domain‐general neural network engagement during human–robot interactions |
title_short | Domain‐specific and domain‐general neural network engagement during human–robot interactions |
title_sort | domain‐specific and domain‐general neural network engagement during human–robot interactions |
topic | Systems Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9828180/ https://www.ncbi.nlm.nih.gov/pubmed/36111622 http://dx.doi.org/10.1111/ejn.15823 |
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