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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...

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Autores principales: Zeraati, Roxana, Shi, Yan-Liang, Steinmetz, Nicholas A., Gieselmann, Marc A., Thiele, Alexander, Moore, Tirin, Levina, Anna, Engel, Tatiana A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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.
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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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