Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Hogenhuis, Ann, Hortensius, Ruud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
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
_version_ 1784867214900330496
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
work_keys_str_mv AT hogenhuisann domainspecificanddomaingeneralneuralnetworkengagementduringhumanrobotinteractions
AT hortensiusruud domainspecificanddomaingeneralneuralnetworkengagementduringhumanrobotinteractions