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Parabolic avalanche scaling in the synchronization of cortical cell assemblies
Neurons in the cerebral cortex fire coincident action potentials during ongoing activity and in response to sensory inputs. These synchronized cell assemblies are fundamental to cortex function, yet basic dynamical aspects of their size and duration are largely unknown. Using 2-photon imaging of neu...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10156782/ https://www.ncbi.nlm.nih.gov/pubmed/37137888 http://dx.doi.org/10.1038/s41467-023-37976-x |
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author | Capek, Elliott Ribeiro, Tiago L. Kells, Patrick Srinivasan, Keshav Miller, Stephanie R. Geist, Elias Victor, Mitchell Vakili, Ali Pajevic, Sinisa Chialvo, Dante R. Plenz, Dietmar |
author_facet | Capek, Elliott Ribeiro, Tiago L. Kells, Patrick Srinivasan, Keshav Miller, Stephanie R. Geist, Elias Victor, Mitchell Vakili, Ali Pajevic, Sinisa Chialvo, Dante R. Plenz, Dietmar |
author_sort | Capek, Elliott |
collection | PubMed |
description | Neurons in the cerebral cortex fire coincident action potentials during ongoing activity and in response to sensory inputs. These synchronized cell assemblies are fundamental to cortex function, yet basic dynamical aspects of their size and duration are largely unknown. Using 2-photon imaging of neurons in the superficial cortex of awake mice, we show that synchronized cell assemblies organize as scale-invariant avalanches that quadratically grow with duration. The quadratic avalanche scaling was only found for correlated neurons, required temporal coarse-graining to compensate for spatial subsampling of the imaged cortex, and suggested cortical dynamics to be critical as demonstrated in simulations of balanced E/I-networks. The corresponding time course of an inverted parabola with exponent of χ = 2 described cortical avalanches of coincident firing for up to 5 s duration over an area of 1 mm(2). These parabolic avalanches maximized temporal complexity in the ongoing activity of prefrontal and somatosensory cortex and in visual responses of primary visual cortex. Our results identify a scale-invariant temporal order in the synchronization of highly diverse cortical cell assemblies in the form of parabolic avalanches. |
format | Online Article Text |
id | pubmed-10156782 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101567822023-05-05 Parabolic avalanche scaling in the synchronization of cortical cell assemblies Capek, Elliott Ribeiro, Tiago L. Kells, Patrick Srinivasan, Keshav Miller, Stephanie R. Geist, Elias Victor, Mitchell Vakili, Ali Pajevic, Sinisa Chialvo, Dante R. Plenz, Dietmar Nat Commun Article Neurons in the cerebral cortex fire coincident action potentials during ongoing activity and in response to sensory inputs. These synchronized cell assemblies are fundamental to cortex function, yet basic dynamical aspects of their size and duration are largely unknown. Using 2-photon imaging of neurons in the superficial cortex of awake mice, we show that synchronized cell assemblies organize as scale-invariant avalanches that quadratically grow with duration. The quadratic avalanche scaling was only found for correlated neurons, required temporal coarse-graining to compensate for spatial subsampling of the imaged cortex, and suggested cortical dynamics to be critical as demonstrated in simulations of balanced E/I-networks. The corresponding time course of an inverted parabola with exponent of χ = 2 described cortical avalanches of coincident firing for up to 5 s duration over an area of 1 mm(2). These parabolic avalanches maximized temporal complexity in the ongoing activity of prefrontal and somatosensory cortex and in visual responses of primary visual cortex. Our results identify a scale-invariant temporal order in the synchronization of highly diverse cortical cell assemblies in the form of parabolic avalanches. Nature Publishing Group UK 2023-05-03 /pmc/articles/PMC10156782/ /pubmed/37137888 http://dx.doi.org/10.1038/s41467-023-37976-x Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2023 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 | Article Capek, Elliott Ribeiro, Tiago L. Kells, Patrick Srinivasan, Keshav Miller, Stephanie R. Geist, Elias Victor, Mitchell Vakili, Ali Pajevic, Sinisa Chialvo, Dante R. Plenz, Dietmar Parabolic avalanche scaling in the synchronization of cortical cell assemblies |
title | Parabolic avalanche scaling in the synchronization of cortical cell assemblies |
title_full | Parabolic avalanche scaling in the synchronization of cortical cell assemblies |
title_fullStr | Parabolic avalanche scaling in the synchronization of cortical cell assemblies |
title_full_unstemmed | Parabolic avalanche scaling in the synchronization of cortical cell assemblies |
title_short | Parabolic avalanche scaling in the synchronization of cortical cell assemblies |
title_sort | parabolic avalanche scaling in the synchronization of cortical cell assemblies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10156782/ https://www.ncbi.nlm.nih.gov/pubmed/37137888 http://dx.doi.org/10.1038/s41467-023-37976-x |
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