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The brain and its time: intrinsic neural timescales are key for input processing

We process and integrate multiple timescales into one meaningful whole. Recent evidence suggests that the brain displays a complex multiscale temporal organization. Different regions exhibit different timescales as described by the concept of intrinsic neural timescales (INT); however, their functio...

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Autores principales: Golesorkhi, Mehrshad, Gomez-Pilar, Javier, Zilio, Federico, Berberian, Nareg, Wolff, Annemarie, Yagoub, Mustapha C. E., Northoff, Georg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8368044/
https://www.ncbi.nlm.nih.gov/pubmed/34400800
http://dx.doi.org/10.1038/s42003-021-02483-6
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author Golesorkhi, Mehrshad
Gomez-Pilar, Javier
Zilio, Federico
Berberian, Nareg
Wolff, Annemarie
Yagoub, Mustapha C. E.
Northoff, Georg
author_facet Golesorkhi, Mehrshad
Gomez-Pilar, Javier
Zilio, Federico
Berberian, Nareg
Wolff, Annemarie
Yagoub, Mustapha C. E.
Northoff, Georg
author_sort Golesorkhi, Mehrshad
collection PubMed
description We process and integrate multiple timescales into one meaningful whole. Recent evidence suggests that the brain displays a complex multiscale temporal organization. Different regions exhibit different timescales as described by the concept of intrinsic neural timescales (INT); however, their function and neural mechanisms remains unclear. We review recent literature on INT and propose that they are key for input processing. Specifically, they are shared across different species, i.e., input sharing. This suggests a role of INT in encoding inputs through matching the inputs’ stochastics with the ongoing temporal statistics of the brain’s neural activity, i.e., input encoding. Following simulation and empirical data, we point out input integration versus segregation and input sampling as key temporal mechanisms of input processing. This deeply grounds the brain within its environmental and evolutionary context. It carries major implications in understanding mental features and psychiatric disorders, as well as going beyond the brain in integrating timescales into artificial intelligence.
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spelling pubmed-83680442021-09-02 The brain and its time: intrinsic neural timescales are key for input processing Golesorkhi, Mehrshad Gomez-Pilar, Javier Zilio, Federico Berberian, Nareg Wolff, Annemarie Yagoub, Mustapha C. E. Northoff, Georg Commun Biol Perspective We process and integrate multiple timescales into one meaningful whole. Recent evidence suggests that the brain displays a complex multiscale temporal organization. Different regions exhibit different timescales as described by the concept of intrinsic neural timescales (INT); however, their function and neural mechanisms remains unclear. We review recent literature on INT and propose that they are key for input processing. Specifically, they are shared across different species, i.e., input sharing. This suggests a role of INT in encoding inputs through matching the inputs’ stochastics with the ongoing temporal statistics of the brain’s neural activity, i.e., input encoding. Following simulation and empirical data, we point out input integration versus segregation and input sampling as key temporal mechanisms of input processing. This deeply grounds the brain within its environmental and evolutionary context. It carries major implications in understanding mental features and psychiatric disorders, as well as going beyond the brain in integrating timescales into artificial intelligence. Nature Publishing Group UK 2021-08-16 /pmc/articles/PMC8368044/ /pubmed/34400800 http://dx.doi.org/10.1038/s42003-021-02483-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Perspective
Golesorkhi, Mehrshad
Gomez-Pilar, Javier
Zilio, Federico
Berberian, Nareg
Wolff, Annemarie
Yagoub, Mustapha C. E.
Northoff, Georg
The brain and its time: intrinsic neural timescales are key for input processing
title The brain and its time: intrinsic neural timescales are key for input processing
title_full The brain and its time: intrinsic neural timescales are key for input processing
title_fullStr The brain and its time: intrinsic neural timescales are key for input processing
title_full_unstemmed The brain and its time: intrinsic neural timescales are key for input processing
title_short The brain and its time: intrinsic neural timescales are key for input processing
title_sort brain and its time: intrinsic neural timescales are key for input processing
topic Perspective
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8368044/
https://www.ncbi.nlm.nih.gov/pubmed/34400800
http://dx.doi.org/10.1038/s42003-021-02483-6
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