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Economic probes of mental function and the extraction of computational phenotypes()

Economic games are now routinely used to characterize human cognition across multiple dimensions. These games allow for effective computational modeling of mental function because they typically come equipped with notions of optimal play, which provide quantitatively prescribed target functions that...

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Detalles Bibliográficos
Autores principales: Kishida, Kenneth T., Montague, P. Read
Formato: Online Artículo Texto
Lenguaje:English
Publicado: North-Holland Pub. Co 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4047610/
https://www.ncbi.nlm.nih.gov/pubmed/24926112
http://dx.doi.org/10.1016/j.jebo.2013.07.009
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author Kishida, Kenneth T.
Montague, P. Read
author_facet Kishida, Kenneth T.
Montague, P. Read
author_sort Kishida, Kenneth T.
collection PubMed
description Economic games are now routinely used to characterize human cognition across multiple dimensions. These games allow for effective computational modeling of mental function because they typically come equipped with notions of optimal play, which provide quantitatively prescribed target functions that can be tracked throughout an experiment. The combination of these games, computational models, and neuroimaging tools open up the possibility for new ways to characterize normal cognition and associated brain function. We propose that these tools may also be used to characterize mental dysfunction, such as that found in a range of psychiatric illnesses. We describe early efforts using a multi-round trust game to probe brain responses associated with healthy social exchange and review how this game has provided a novel and useful characterization of autism spectrum disorder. Lastly, we use the multi-round trust game as an example to discuss how these kinds of games could produce novel bases for representing healthy behavior and brain function and thus provide objectively identifiable subtypes within a broad spectrum of mental function.
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spelling pubmed-40476102014-06-10 Economic probes of mental function and the extraction of computational phenotypes() Kishida, Kenneth T. Montague, P. Read J Econ Behav Organ Article Economic games are now routinely used to characterize human cognition across multiple dimensions. These games allow for effective computational modeling of mental function because they typically come equipped with notions of optimal play, which provide quantitatively prescribed target functions that can be tracked throughout an experiment. The combination of these games, computational models, and neuroimaging tools open up the possibility for new ways to characterize normal cognition and associated brain function. We propose that these tools may also be used to characterize mental dysfunction, such as that found in a range of psychiatric illnesses. We describe early efforts using a multi-round trust game to probe brain responses associated with healthy social exchange and review how this game has provided a novel and useful characterization of autism spectrum disorder. Lastly, we use the multi-round trust game as an example to discuss how these kinds of games could produce novel bases for representing healthy behavior and brain function and thus provide objectively identifiable subtypes within a broad spectrum of mental function. North-Holland Pub. Co 2013-10 /pmc/articles/PMC4047610/ /pubmed/24926112 http://dx.doi.org/10.1016/j.jebo.2013.07.009 Text en © 2013 The Authors https://creativecommons.org/licenses/by-nc-nd/3.0/ Open Access under CC BY-NC-ND 3.0 (https://creativecommons.org/licenses/by-nc-nd/3.0/) license
spellingShingle Article
Kishida, Kenneth T.
Montague, P. Read
Economic probes of mental function and the extraction of computational phenotypes()
title Economic probes of mental function and the extraction of computational phenotypes()
title_full Economic probes of mental function and the extraction of computational phenotypes()
title_fullStr Economic probes of mental function and the extraction of computational phenotypes()
title_full_unstemmed Economic probes of mental function and the extraction of computational phenotypes()
title_short Economic probes of mental function and the extraction of computational phenotypes()
title_sort economic probes of mental function and the extraction of computational phenotypes()
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4047610/
https://www.ncbi.nlm.nih.gov/pubmed/24926112
http://dx.doi.org/10.1016/j.jebo.2013.07.009
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