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Stimulus presentation can enhance spiking irregularity across subcortical and cortical regions
Stimulus presentation is believed to quench neural response variability as measured by fano-factor (FF). However, the relative contributions of within-trial spike irregularity and trial-to-trial rate variability to FF fluctuations have remained elusive. Here, we introduce a principled approach for a...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9286274/ https://www.ncbi.nlm.nih.gov/pubmed/35789328 http://dx.doi.org/10.1371/journal.pcbi.1010256 |
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author | Fayaz, Saleh Fakharian, Mohammad Amin Ghazizadeh, Ali |
author_facet | Fayaz, Saleh Fakharian, Mohammad Amin Ghazizadeh, Ali |
author_sort | Fayaz, Saleh |
collection | PubMed |
description | Stimulus presentation is believed to quench neural response variability as measured by fano-factor (FF). However, the relative contributions of within-trial spike irregularity and trial-to-trial rate variability to FF fluctuations have remained elusive. Here, we introduce a principled approach for accurate estimation of spiking irregularity and rate variability in time for doubly stochastic point processes. Consistent with previous evidence, analysis showed stimulus-induced reduction in rate variability across multiple cortical and subcortical areas. However, unlike what was previously thought, spiking irregularity, was not constant in time but could be enhanced due to factors such as bursting abating the quench in the post-stimulus FF. Simulations confirmed plausibility of a time varying spiking irregularity arising from within and between pool correlations of excitatory and inhibitory neural inputs. By accurate parsing of neural variability, our approach reveals previously unnoticed changes in neural response variability and constrains candidate mechanisms that give rise to observed rate variability and spiking irregularity within brain regions. |
format | Online Article Text |
id | pubmed-9286274 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-92862742022-07-16 Stimulus presentation can enhance spiking irregularity across subcortical and cortical regions Fayaz, Saleh Fakharian, Mohammad Amin Ghazizadeh, Ali PLoS Comput Biol Research Article Stimulus presentation is believed to quench neural response variability as measured by fano-factor (FF). However, the relative contributions of within-trial spike irregularity and trial-to-trial rate variability to FF fluctuations have remained elusive. Here, we introduce a principled approach for accurate estimation of spiking irregularity and rate variability in time for doubly stochastic point processes. Consistent with previous evidence, analysis showed stimulus-induced reduction in rate variability across multiple cortical and subcortical areas. However, unlike what was previously thought, spiking irregularity, was not constant in time but could be enhanced due to factors such as bursting abating the quench in the post-stimulus FF. Simulations confirmed plausibility of a time varying spiking irregularity arising from within and between pool correlations of excitatory and inhibitory neural inputs. By accurate parsing of neural variability, our approach reveals previously unnoticed changes in neural response variability and constrains candidate mechanisms that give rise to observed rate variability and spiking irregularity within brain regions. Public Library of Science 2022-07-05 /pmc/articles/PMC9286274/ /pubmed/35789328 http://dx.doi.org/10.1371/journal.pcbi.1010256 Text en © 2022 Fayaz et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Fayaz, Saleh Fakharian, Mohammad Amin Ghazizadeh, Ali Stimulus presentation can enhance spiking irregularity across subcortical and cortical regions |
title | Stimulus presentation can enhance spiking irregularity across subcortical and cortical regions |
title_full | Stimulus presentation can enhance spiking irregularity across subcortical and cortical regions |
title_fullStr | Stimulus presentation can enhance spiking irregularity across subcortical and cortical regions |
title_full_unstemmed | Stimulus presentation can enhance spiking irregularity across subcortical and cortical regions |
title_short | Stimulus presentation can enhance spiking irregularity across subcortical and cortical regions |
title_sort | stimulus presentation can enhance spiking irregularity across subcortical and cortical regions |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9286274/ https://www.ncbi.nlm.nih.gov/pubmed/35789328 http://dx.doi.org/10.1371/journal.pcbi.1010256 |
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