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Neural signals encoding shifts in beliefs

Dopamine is implicated in a diverse range of cognitive functions including cognitive flexibility, task switching, signalling novel or unexpected stimuli as well as advance information. There is also longstanding line of thought that links dopamine with belief formation and, crucially, aberrant belie...

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Detalles Bibliográficos
Autores principales: Schwartenbeck, Philipp, FitzGerald, Thomas H.B., Dolan, Ray
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4692512/
https://www.ncbi.nlm.nih.gov/pubmed/26520774
http://dx.doi.org/10.1016/j.neuroimage.2015.10.067
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author Schwartenbeck, Philipp
FitzGerald, Thomas H.B.
Dolan, Ray
author_facet Schwartenbeck, Philipp
FitzGerald, Thomas H.B.
Dolan, Ray
author_sort Schwartenbeck, Philipp
collection PubMed
description Dopamine is implicated in a diverse range of cognitive functions including cognitive flexibility, task switching, signalling novel or unexpected stimuli as well as advance information. There is also longstanding line of thought that links dopamine with belief formation and, crucially, aberrant belief formation in psychosis. Integrating these strands of evidence would suggest that dopamine plays a central role in belief updating and more specifically in encoding of meaningful information content in observations. The precise nature of this relationship has remained unclear. To directly address this question we developed a paradigm that allowed us to decompose two distinct types of information content, information-theoretic surprise that reflects the unexpectedness of an observation, and epistemic value that induces shifts in beliefs or, more formally, Bayesian surprise. Using functional magnetic-resonance imaging in humans we show that dopamine-rich midbrain regions encode shifts in beliefs whereas surprise is encoded in prefrontal regions, including the pre-supplementary motor area and dorsal cingulate cortex. By linking putative dopaminergic activity to belief updating these data provide a link to false belief formation that characterises hyperdopaminergic states associated with idiopathic and drug induced psychosis.
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spelling pubmed-46925122016-01-15 Neural signals encoding shifts in beliefs Schwartenbeck, Philipp FitzGerald, Thomas H.B. Dolan, Ray Neuroimage Article Dopamine is implicated in a diverse range of cognitive functions including cognitive flexibility, task switching, signalling novel or unexpected stimuli as well as advance information. There is also longstanding line of thought that links dopamine with belief formation and, crucially, aberrant belief formation in psychosis. Integrating these strands of evidence would suggest that dopamine plays a central role in belief updating and more specifically in encoding of meaningful information content in observations. The precise nature of this relationship has remained unclear. To directly address this question we developed a paradigm that allowed us to decompose two distinct types of information content, information-theoretic surprise that reflects the unexpectedness of an observation, and epistemic value that induces shifts in beliefs or, more formally, Bayesian surprise. Using functional magnetic-resonance imaging in humans we show that dopamine-rich midbrain regions encode shifts in beliefs whereas surprise is encoded in prefrontal regions, including the pre-supplementary motor area and dorsal cingulate cortex. By linking putative dopaminergic activity to belief updating these data provide a link to false belief formation that characterises hyperdopaminergic states associated with idiopathic and drug induced psychosis. Academic Press 2016-01-15 /pmc/articles/PMC4692512/ /pubmed/26520774 http://dx.doi.org/10.1016/j.neuroimage.2015.10.067 Text en © 2015 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Schwartenbeck, Philipp
FitzGerald, Thomas H.B.
Dolan, Ray
Neural signals encoding shifts in beliefs
title Neural signals encoding shifts in beliefs
title_full Neural signals encoding shifts in beliefs
title_fullStr Neural signals encoding shifts in beliefs
title_full_unstemmed Neural signals encoding shifts in beliefs
title_short Neural signals encoding shifts in beliefs
title_sort neural signals encoding shifts in beliefs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4692512/
https://www.ncbi.nlm.nih.gov/pubmed/26520774
http://dx.doi.org/10.1016/j.neuroimage.2015.10.067
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