Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783739141983305728 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8368044 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT golesorkhimehrshad thebrainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT gomezpilarjavier thebrainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT ziliofederico thebrainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT berberiannareg thebrainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT wolffannemarie thebrainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT yagoubmustaphace thebrainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT northoffgeorg thebrainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT golesorkhimehrshad brainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT gomezpilarjavier brainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT ziliofederico brainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT berberiannareg brainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT wolffannemarie brainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT yagoubmustaphace brainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing AT northoffgeorg brainanditstimeintrinsicneuraltimescalesarekeyforinputprocessing |