Cargando…

Intrinsic neuronal dynamics predict distinct functional roles during working memory

Working memory (WM) is characterized by the ability to maintain stable representations over time; however, neural activity associated with WM maintenance can be highly dynamic. We explore whether complex population coding dynamics during WM relate to the intrinsic temporal properties of single neuro...

Descripción completa

Detalles Bibliográficos
Autores principales: Wasmuht, D. F., Spaak, E., Buschman, T. J., Miller, E. K., Stokes, M. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6115413/
https://www.ncbi.nlm.nih.gov/pubmed/30158572
http://dx.doi.org/10.1038/s41467-018-05961-4
_version_ 1783351378245058560
author Wasmuht, D. F.
Spaak, E.
Buschman, T. J.
Miller, E. K.
Stokes, M. G.
author_facet Wasmuht, D. F.
Spaak, E.
Buschman, T. J.
Miller, E. K.
Stokes, M. G.
author_sort Wasmuht, D. F.
collection PubMed
description Working memory (WM) is characterized by the ability to maintain stable representations over time; however, neural activity associated with WM maintenance can be highly dynamic. We explore whether complex population coding dynamics during WM relate to the intrinsic temporal properties of single neurons in lateral prefrontal cortex (lPFC), the frontal eye fields (FEF), and lateral intraparietal cortex (LIP) of two monkeys (Macaca mulatta). We find that cells with short timescales carry memory information relatively early during memory encoding in lPFC; whereas long-timescale cells play a greater role later during processing, dominating coding in the delay period. We also observe a link between functional connectivity at rest and the intrinsic timescale in FEF and LIP. Our results indicate that individual differences in the temporal processing capacity predict complex neuronal dynamics during WM, ranging from rapid dynamic encoding of stimuli to slower, but stable, maintenance of mnemonic information.
format Online
Article
Text
id pubmed-6115413
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-61154132018-08-31 Intrinsic neuronal dynamics predict distinct functional roles during working memory Wasmuht, D. F. Spaak, E. Buschman, T. J. Miller, E. K. Stokes, M. G. Nat Commun Article Working memory (WM) is characterized by the ability to maintain stable representations over time; however, neural activity associated with WM maintenance can be highly dynamic. We explore whether complex population coding dynamics during WM relate to the intrinsic temporal properties of single neurons in lateral prefrontal cortex (lPFC), the frontal eye fields (FEF), and lateral intraparietal cortex (LIP) of two monkeys (Macaca mulatta). We find that cells with short timescales carry memory information relatively early during memory encoding in lPFC; whereas long-timescale cells play a greater role later during processing, dominating coding in the delay period. We also observe a link between functional connectivity at rest and the intrinsic timescale in FEF and LIP. Our results indicate that individual differences in the temporal processing capacity predict complex neuronal dynamics during WM, ranging from rapid dynamic encoding of stimuli to slower, but stable, maintenance of mnemonic information. Nature Publishing Group UK 2018-08-29 /pmc/articles/PMC6115413/ /pubmed/30158572 http://dx.doi.org/10.1038/s41467-018-05961-4 Text en © The Author(s) 2018 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/.
spellingShingle Article
Wasmuht, D. F.
Spaak, E.
Buschman, T. J.
Miller, E. K.
Stokes, M. G.
Intrinsic neuronal dynamics predict distinct functional roles during working memory
title Intrinsic neuronal dynamics predict distinct functional roles during working memory
title_full Intrinsic neuronal dynamics predict distinct functional roles during working memory
title_fullStr Intrinsic neuronal dynamics predict distinct functional roles during working memory
title_full_unstemmed Intrinsic neuronal dynamics predict distinct functional roles during working memory
title_short Intrinsic neuronal dynamics predict distinct functional roles during working memory
title_sort intrinsic neuronal dynamics predict distinct functional roles during working memory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6115413/
https://www.ncbi.nlm.nih.gov/pubmed/30158572
http://dx.doi.org/10.1038/s41467-018-05961-4
work_keys_str_mv AT wasmuhtdf intrinsicneuronaldynamicspredictdistinctfunctionalrolesduringworkingmemory
AT spaake intrinsicneuronaldynamicspredictdistinctfunctionalrolesduringworkingmemory
AT buschmantj intrinsicneuronaldynamicspredictdistinctfunctionalrolesduringworkingmemory
AT millerek intrinsicneuronaldynamicspredictdistinctfunctionalrolesduringworkingmemory
AT stokesmg intrinsicneuronaldynamicspredictdistinctfunctionalrolesduringworkingmemory