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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2018
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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. |
format | Online Article Text |
id | pubmed-6340107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT clarkjamese whatismoodacomputationalperspective AT watsonstuart whatismoodacomputationalperspective AT fristonkarlj whatismoodacomputationalperspective |