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Intrinsic timescales in the visual cortex change with selective attention and reflect spatial connectivity
Intrinsic timescales characterize dynamics of endogenous fluctuations in neural activity. Variation of intrinsic timescales across the neocortex reflects functional specialization of cortical areas, but less is known about how intrinsic timescales change during cognitive tasks. We measured intrinsic...
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/PMC10070246/ https://www.ncbi.nlm.nih.gov/pubmed/37012299 http://dx.doi.org/10.1038/s41467-023-37613-7 |
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author | Zeraati, Roxana Shi, Yan-Liang Steinmetz, Nicholas A. Gieselmann, Marc A. Thiele, Alexander Moore, Tirin Levina, Anna Engel, Tatiana A. |
author_facet | Zeraati, Roxana Shi, Yan-Liang Steinmetz, Nicholas A. Gieselmann, Marc A. Thiele, Alexander Moore, Tirin Levina, Anna Engel, Tatiana A. |
author_sort | Zeraati, Roxana |
collection | PubMed |
description | Intrinsic timescales characterize dynamics of endogenous fluctuations in neural activity. Variation of intrinsic timescales across the neocortex reflects functional specialization of cortical areas, but less is known about how intrinsic timescales change during cognitive tasks. We measured intrinsic timescales of local spiking activity within columns of area V4 in male monkeys performing spatial attention tasks. The ongoing spiking activity unfolded across at least two distinct timescales, fast and slow. The slow timescale increased when monkeys attended to the receptive fields location and correlated with reaction times. By evaluating predictions of several network models, we found that spatiotemporal correlations in V4 activity were best explained by the model in which multiple timescales arise from recurrent interactions shaped by spatially arranged connectivity, and attentional modulation of timescales results from an increase in the efficacy of recurrent interactions. Our results suggest that multiple timescales may arise from the spatial connectivity in the visual cortex and flexibly change with the cognitive state due to dynamic effective interactions between neurons. |
format | Online Article Text |
id | pubmed-10070246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100702462023-04-05 Intrinsic timescales in the visual cortex change with selective attention and reflect spatial connectivity Zeraati, Roxana Shi, Yan-Liang Steinmetz, Nicholas A. Gieselmann, Marc A. Thiele, Alexander Moore, Tirin Levina, Anna Engel, Tatiana A. Nat Commun Article Intrinsic timescales characterize dynamics of endogenous fluctuations in neural activity. Variation of intrinsic timescales across the neocortex reflects functional specialization of cortical areas, but less is known about how intrinsic timescales change during cognitive tasks. We measured intrinsic timescales of local spiking activity within columns of area V4 in male monkeys performing spatial attention tasks. The ongoing spiking activity unfolded across at least two distinct timescales, fast and slow. The slow timescale increased when monkeys attended to the receptive fields location and correlated with reaction times. By evaluating predictions of several network models, we found that spatiotemporal correlations in V4 activity were best explained by the model in which multiple timescales arise from recurrent interactions shaped by spatially arranged connectivity, and attentional modulation of timescales results from an increase in the efficacy of recurrent interactions. Our results suggest that multiple timescales may arise from the spatial connectivity in the visual cortex and flexibly change with the cognitive state due to dynamic effective interactions between neurons. Nature Publishing Group UK 2023-04-03 /pmc/articles/PMC10070246/ /pubmed/37012299 http://dx.doi.org/10.1038/s41467-023-37613-7 Text en © The Author(s) 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 Zeraati, Roxana Shi, Yan-Liang Steinmetz, Nicholas A. Gieselmann, Marc A. Thiele, Alexander Moore, Tirin Levina, Anna Engel, Tatiana A. Intrinsic timescales in the visual cortex change with selective attention and reflect spatial connectivity |
title | Intrinsic timescales in the visual cortex change with selective attention and reflect spatial connectivity |
title_full | Intrinsic timescales in the visual cortex change with selective attention and reflect spatial connectivity |
title_fullStr | Intrinsic timescales in the visual cortex change with selective attention and reflect spatial connectivity |
title_full_unstemmed | Intrinsic timescales in the visual cortex change with selective attention and reflect spatial connectivity |
title_short | Intrinsic timescales in the visual cortex change with selective attention and reflect spatial connectivity |
title_sort | intrinsic timescales in the visual cortex change with selective attention and reflect spatial connectivity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10070246/ https://www.ncbi.nlm.nih.gov/pubmed/37012299 http://dx.doi.org/10.1038/s41467-023-37613-7 |
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