Computational Models of Interoception and Body Regulation.
active inference
allostasis
computational psychiatry
homeostasis
predictive coding
reinforcement learning
Journal
Trends in neurosciences
ISSN: 1878-108X
Titre abrégé: Trends Neurosci
Pays: England
ID NLM: 7808616
Informations de publication
Date de publication:
01 2021
01 2021
Historique:
received:
29
03
2020
revised:
01
08
2020
accepted:
30
09
2020
entrez:
30
12
2020
pubmed:
31
12
2020
medline:
19
8
2021
Statut:
ppublish
Résumé
To survive, organisms must effectively respond to the challenge of maintaining their physiological integrity in the face of an ever-changing environment. Preserving this homeostasis critically relies on adaptive behavior. In this review, we consider recent frameworks that extend classical homeostatic control via reflex arcs to include more flexible forms of adaptive behavior that take interoceptive context, experiences, and expectations into account. Specifically, we define a landscape for computational models of interoception, body regulation, and forecasting, address these models' unique challenges in relation to translational research efforts, and discuss what they can teach us about cognition as well as physical and mental health.
Identifiants
pubmed: 33378658
pii: S0166-2236(20)30220-4
doi: 10.1016/j.tins.2020.09.012
pmc: PMC8109616
mid: NIHMS1643854
pii:
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
63-76Subventions
Organisme : NIMH NIH HHS
ID : K23 MH112949
Pays : United States
Organisme : NIGMS NIH HHS
ID : P20 GM121312
Pays : United States
Informations de copyright
Copyright © 2020 Elsevier Ltd. All rights reserved.
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