Markov blankets in the brain.
Boundaries
Canonical microcircuit
Dynamic causal modelling
Markov blankets
Journal
Neuroscience and biobehavioral reviews
ISSN: 1873-7528
Titre abrégé: Neurosci Biobehav Rev
Pays: United States
ID NLM: 7806090
Informations de publication
Date de publication:
06 2021
06 2021
Historique:
received:
18
07
2020
revised:
18
01
2021
accepted:
01
02
2021
pubmed:
20
2
2021
medline:
29
6
2021
entrez:
19
2
2021
Statut:
ppublish
Résumé
Recent characterisations of self-organising systems depend upon the presence of a 'Markov blanket': a statistical boundary that mediates the interactions between the inside and outside of a system. We leverage this idea to provide an analysis of partitions in neuronal systems. This is applicable to brain architectures at multiple scales, enabling partitions into single neurons, brain regions, and brain-wide networks. This treatment is based upon the canonical micro-circuitry used in empirical studies of effective connectivity, so as to speak directly to practical applications. The notion of effective connectivity depends upon the dynamic coupling between functional units, whose form recapitulates that of a Markov blanket at each level of analysis. The nuance afforded by partitioning neural systems in this way highlights certain limitations of 'modular' perspectives of brain function that only consider a single level of description.
Identifiants
pubmed: 33607182
pii: S0149-7634(21)00057-9
doi: 10.1016/j.neubiorev.2021.02.003
pmc: PMC8373616
pii:
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
88-97Subventions
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 088130/Z/09/Z
Pays : United Kingdom
Organisme : Medical Research Council
ID : D79/543369/D-OTH/170890
Pays : United Kingdom
Informations de copyright
Copyright © 2021 Elsevier Ltd. All rights reserved.
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