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Turbulent-like Dynamics in the Human Brain
Turbulence facilitates fast energy/information transfer across scales in physical systems. These qualities are important for brain function, but it is currently unknown if the dynamic intrinsic backbone of the brain also exhibits turbulence. Using large-scale neuroimaging empirical data from 1,003 h...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cell Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7725672/ https://www.ncbi.nlm.nih.gov/pubmed/33296654 http://dx.doi.org/10.1016/j.celrep.2020.108471 |
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author | Deco, Gustavo Kringelbach, Morten L. |
author_facet | Deco, Gustavo Kringelbach, Morten L. |
author_sort | Deco, Gustavo |
collection | PubMed |
description | Turbulence facilitates fast energy/information transfer across scales in physical systems. These qualities are important for brain function, but it is currently unknown if the dynamic intrinsic backbone of the brain also exhibits turbulence. Using large-scale neuroimaging empirical data from 1,003 healthy participants, we demonstrate turbulent-like human brain dynamics. Furthermore, we build a whole-brain model with coupled oscillators to demonstrate that the best fit to the data corresponds to a region of maximally developed turbulent-like dynamics, which also corresponds to maximal sensitivity to the processing of external stimulations (information capability). The model shows the economy of anatomy by following the exponential distance rule of anatomical connections as a cost-of-wiring principle. This establishes a firm link between turbulent-like brain activity and optimal brain function. Overall, our results reveal a way of analyzing and modeling whole-brain dynamics that suggests a turbulent-like dynamic intrinsic backbone facilitating large-scale network communication. |
format | Online Article Text |
id | pubmed-7725672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Cell Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-77256722020-12-13 Turbulent-like Dynamics in the Human Brain Deco, Gustavo Kringelbach, Morten L. Cell Rep Article Turbulence facilitates fast energy/information transfer across scales in physical systems. These qualities are important for brain function, but it is currently unknown if the dynamic intrinsic backbone of the brain also exhibits turbulence. Using large-scale neuroimaging empirical data from 1,003 healthy participants, we demonstrate turbulent-like human brain dynamics. Furthermore, we build a whole-brain model with coupled oscillators to demonstrate that the best fit to the data corresponds to a region of maximally developed turbulent-like dynamics, which also corresponds to maximal sensitivity to the processing of external stimulations (information capability). The model shows the economy of anatomy by following the exponential distance rule of anatomical connections as a cost-of-wiring principle. This establishes a firm link between turbulent-like brain activity and optimal brain function. Overall, our results reveal a way of analyzing and modeling whole-brain dynamics that suggests a turbulent-like dynamic intrinsic backbone facilitating large-scale network communication. Cell Press 2020-12-08 /pmc/articles/PMC7725672/ /pubmed/33296654 http://dx.doi.org/10.1016/j.celrep.2020.108471 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Deco, Gustavo Kringelbach, Morten L. Turbulent-like Dynamics in the Human Brain |
title | Turbulent-like Dynamics in the Human Brain |
title_full | Turbulent-like Dynamics in the Human Brain |
title_fullStr | Turbulent-like Dynamics in the Human Brain |
title_full_unstemmed | Turbulent-like Dynamics in the Human Brain |
title_short | Turbulent-like Dynamics in the Human Brain |
title_sort | turbulent-like dynamics in the human brain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7725672/ https://www.ncbi.nlm.nih.gov/pubmed/33296654 http://dx.doi.org/10.1016/j.celrep.2020.108471 |
work_keys_str_mv | AT decogustavo turbulentlikedynamicsinthehumanbrain AT kringelbachmortenl turbulentlikedynamicsinthehumanbrain |