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On the Importance of Being Flexible: Dynamic Brain Networks and Their Potential Functional Significances
In this theoretical review, we begin by discussing brains and minds from a dynamical systems perspective, and then go on to describe methods for characterizing the flexibility of dynamic networks. We discuss how varying degrees and kinds of flexibility may be adaptive (or maladaptive) in different c...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8814434/ https://www.ncbi.nlm.nih.gov/pubmed/35126062 http://dx.doi.org/10.3389/fnsys.2021.688424 |
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author | Safron, Adam Klimaj, Victoria Hipólito, Inês |
author_facet | Safron, Adam Klimaj, Victoria Hipólito, Inês |
author_sort | Safron, Adam |
collection | PubMed |
description | In this theoretical review, we begin by discussing brains and minds from a dynamical systems perspective, and then go on to describe methods for characterizing the flexibility of dynamic networks. We discuss how varying degrees and kinds of flexibility may be adaptive (or maladaptive) in different contexts, specifically focusing on measures related to either more disjoint or cohesive dynamics. While disjointed flexibility may be useful for assessing neural entropy, cohesive flexibility may potentially serve as a proxy for self-organized criticality as a fundamental property enabling adaptive behavior in complex systems. Particular attention is given to recent studies in which flexibility methods have been used to investigate neurological and cognitive maturation, as well as the breakdown of conscious processing under varying levels of anesthesia. We further discuss how these findings and methods might be contextualized within the Free Energy Principle with respect to the fundamentals of brain organization and biological functioning more generally, and describe potential methodological advances from this paradigm. Finally, with relevance to computational psychiatry, we propose a research program for obtaining a better understanding of ways that dynamic networks may relate to different forms of psychological flexibility, which may be the single most important factor for ensuring human flourishing. |
format | Online Article Text |
id | pubmed-8814434 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88144342022-02-05 On the Importance of Being Flexible: Dynamic Brain Networks and Their Potential Functional Significances Safron, Adam Klimaj, Victoria Hipólito, Inês Front Syst Neurosci Neuroscience In this theoretical review, we begin by discussing brains and minds from a dynamical systems perspective, and then go on to describe methods for characterizing the flexibility of dynamic networks. We discuss how varying degrees and kinds of flexibility may be adaptive (or maladaptive) in different contexts, specifically focusing on measures related to either more disjoint or cohesive dynamics. While disjointed flexibility may be useful for assessing neural entropy, cohesive flexibility may potentially serve as a proxy for self-organized criticality as a fundamental property enabling adaptive behavior in complex systems. Particular attention is given to recent studies in which flexibility methods have been used to investigate neurological and cognitive maturation, as well as the breakdown of conscious processing under varying levels of anesthesia. We further discuss how these findings and methods might be contextualized within the Free Energy Principle with respect to the fundamentals of brain organization and biological functioning more generally, and describe potential methodological advances from this paradigm. Finally, with relevance to computational psychiatry, we propose a research program for obtaining a better understanding of ways that dynamic networks may relate to different forms of psychological flexibility, which may be the single most important factor for ensuring human flourishing. Frontiers Media S.A. 2022-01-21 /pmc/articles/PMC8814434/ /pubmed/35126062 http://dx.doi.org/10.3389/fnsys.2021.688424 Text en Copyright © 2022 Safron, Klimaj and Hipólito. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Safron, Adam Klimaj, Victoria Hipólito, Inês On the Importance of Being Flexible: Dynamic Brain Networks and Their Potential Functional Significances |
title | On the Importance of Being Flexible: Dynamic Brain Networks and Their Potential Functional Significances |
title_full | On the Importance of Being Flexible: Dynamic Brain Networks and Their Potential Functional Significances |
title_fullStr | On the Importance of Being Flexible: Dynamic Brain Networks and Their Potential Functional Significances |
title_full_unstemmed | On the Importance of Being Flexible: Dynamic Brain Networks and Their Potential Functional Significances |
title_short | On the Importance of Being Flexible: Dynamic Brain Networks and Their Potential Functional Significances |
title_sort | on the importance of being flexible: dynamic brain networks and their potential functional significances |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8814434/ https://www.ncbi.nlm.nih.gov/pubmed/35126062 http://dx.doi.org/10.3389/fnsys.2021.688424 |
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