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What is mood? A computational perspective

The neurobiological understanding of mood, and by extension mood disorders, remains elusive despite decades of research implicating several neuromodulator systems. This review considers a new approach based on existing theories of functional brain organisation. The free energy principle (a.k.a. acti...

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Detalles Bibliográficos
Autores principales: Clark, James E, Watson, Stuart, Friston, Karl J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6340107/
https://www.ncbi.nlm.nih.gov/pubmed/29478431
http://dx.doi.org/10.1017/S0033291718000430
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author Clark, James E
Watson, Stuart
Friston, Karl J
author_facet Clark, James E
Watson, Stuart
Friston, Karl J
author_sort Clark, James E
collection PubMed
description The neurobiological understanding of mood, and by extension mood disorders, remains elusive despite decades of research implicating several neuromodulator systems. This review considers a new approach based on existing theories of functional brain organisation. The free energy principle (a.k.a. active inference), and its instantiation in the Bayesian brain, offers a complete and simple formulation of mood. It has been proposed that emotions reflect the precision of – or certainty about – the predicted sensorimotor/interoceptive consequences of action. By extending this reasoning, in a hierarchical setting, we suggest mood states act as (hyper) priors over uncertainty (i.e. emotions). Here, we consider the same computational pathology in the proprioceptive and interoceptive (behavioural and autonomic) domain in order to furnish an explanation for mood disorders. This formulation reconciles several strands of research at multiple levels of enquiry.
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spelling pubmed-63401072019-01-28 What is mood? A computational perspective Clark, James E Watson, Stuart Friston, Karl J Psychol Med Review Article The neurobiological understanding of mood, and by extension mood disorders, remains elusive despite decades of research implicating several neuromodulator systems. This review considers a new approach based on existing theories of functional brain organisation. The free energy principle (a.k.a. active inference), and its instantiation in the Bayesian brain, offers a complete and simple formulation of mood. It has been proposed that emotions reflect the precision of – or certainty about – the predicted sensorimotor/interoceptive consequences of action. By extending this reasoning, in a hierarchical setting, we suggest mood states act as (hyper) priors over uncertainty (i.e. emotions). Here, we consider the same computational pathology in the proprioceptive and interoceptive (behavioural and autonomic) domain in order to furnish an explanation for mood disorders. This formulation reconciles several strands of research at multiple levels of enquiry. Cambridge University Press 2018-10 2018-02-26 /pmc/articles/PMC6340107/ /pubmed/29478431 http://dx.doi.org/10.1017/S0033291718000430 Text en © Cambridge University Press 2018 http://creativecommons.org/licenses/by/4.0/ This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Clark, James E
Watson, Stuart
Friston, Karl J
What is mood? A computational perspective
title What is mood? A computational perspective
title_full What is mood? A computational perspective
title_fullStr What is mood? A computational perspective
title_full_unstemmed What is mood? A computational perspective
title_short What is mood? A computational perspective
title_sort what is mood? a computational perspective
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6340107/
https://www.ncbi.nlm.nih.gov/pubmed/29478431
http://dx.doi.org/10.1017/S0033291718000430
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