Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Fayaz, Saleh, Fakharian, Mohammad Amin, Ghazizadeh, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
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
_version_ 1784747972968316928
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
work_keys_str_mv AT fayazsaleh stimuluspresentationcanenhancespikingirregularityacrosssubcorticalandcorticalregions
AT fakharianmohammadamin stimuluspresentationcanenhancespikingirregularityacrosssubcorticalandcorticalregions
AT ghazizadehali stimuluspresentationcanenhancespikingirregularityacrosssubcorticalandcorticalregions