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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...

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Detalles Bibliográficos
Autores principales: Safron, Adam, Klimaj, Victoria, Hipólito, Inês
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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