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The Magnitude of Trial-By-Trial Neural Variability Is Reproducible over Time and across Tasks in Humans

Numerous studies have shown that neural activity in sensory cortices is remarkably variable over time and across trials even when subjects are presented with an identical repeating stimulus or task. This trial-by-trial neural variability is relatively large in the prestimulus period and considerably...

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Autores principales: Arazi, Ayelet, Gonen-Yaacovi, Gil, Dinstein, Ilan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Neuroscience 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5739532/
https://www.ncbi.nlm.nih.gov/pubmed/29279861
http://dx.doi.org/10.1523/ENEURO.0292-17.2017
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author Arazi, Ayelet
Gonen-Yaacovi, Gil
Dinstein, Ilan
author_facet Arazi, Ayelet
Gonen-Yaacovi, Gil
Dinstein, Ilan
author_sort Arazi, Ayelet
collection PubMed
description Numerous studies have shown that neural activity in sensory cortices is remarkably variable over time and across trials even when subjects are presented with an identical repeating stimulus or task. This trial-by-trial neural variability is relatively large in the prestimulus period and considerably smaller (quenched) following stimulus presentation. Previous studies have suggested that the magnitude of neural variability affects behavior such that perceptual performance is better on trials and in individuals where variability quenching is larger. To what degree are neural variability magnitudes of individual subjects flexible or static? Here, we used EEG recordings from adult humans to demonstrate that neural variability magnitudes in visual cortex are remarkably consistent across different tasks and recording sessions. While magnitudes of neural variability differed dramatically across individual subjects, they were surprisingly stable across four tasks with different stimuli, temporal structures, and attentional/cognitive demands as well as across experimental sessions separated by one year. These experiments reveal that, in adults, neural variability magnitudes are mostly solidified individual characteristics that change little with task or time, and are likely to predispose individual subjects to exhibit distinct behavioral capabilities.
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spelling pubmed-57395322017-12-26 The Magnitude of Trial-By-Trial Neural Variability Is Reproducible over Time and across Tasks in Humans Arazi, Ayelet Gonen-Yaacovi, Gil Dinstein, Ilan eNeuro New Research Numerous studies have shown that neural activity in sensory cortices is remarkably variable over time and across trials even when subjects are presented with an identical repeating stimulus or task. This trial-by-trial neural variability is relatively large in the prestimulus period and considerably smaller (quenched) following stimulus presentation. Previous studies have suggested that the magnitude of neural variability affects behavior such that perceptual performance is better on trials and in individuals where variability quenching is larger. To what degree are neural variability magnitudes of individual subjects flexible or static? Here, we used EEG recordings from adult humans to demonstrate that neural variability magnitudes in visual cortex are remarkably consistent across different tasks and recording sessions. While magnitudes of neural variability differed dramatically across individual subjects, they were surprisingly stable across four tasks with different stimuli, temporal structures, and attentional/cognitive demands as well as across experimental sessions separated by one year. These experiments reveal that, in adults, neural variability magnitudes are mostly solidified individual characteristics that change little with task or time, and are likely to predispose individual subjects to exhibit distinct behavioral capabilities. Society for Neuroscience 2017-12-20 /pmc/articles/PMC5739532/ /pubmed/29279861 http://dx.doi.org/10.1523/ENEURO.0292-17.2017 Text en Copyright © 2017 Arazi et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.
spellingShingle New Research
Arazi, Ayelet
Gonen-Yaacovi, Gil
Dinstein, Ilan
The Magnitude of Trial-By-Trial Neural Variability Is Reproducible over Time and across Tasks in Humans
title The Magnitude of Trial-By-Trial Neural Variability Is Reproducible over Time and across Tasks in Humans
title_full The Magnitude of Trial-By-Trial Neural Variability Is Reproducible over Time and across Tasks in Humans
title_fullStr The Magnitude of Trial-By-Trial Neural Variability Is Reproducible over Time and across Tasks in Humans
title_full_unstemmed The Magnitude of Trial-By-Trial Neural Variability Is Reproducible over Time and across Tasks in Humans
title_short The Magnitude of Trial-By-Trial Neural Variability Is Reproducible over Time and across Tasks in Humans
title_sort magnitude of trial-by-trial neural variability is reproducible over time and across tasks in humans
topic New Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5739532/
https://www.ncbi.nlm.nih.gov/pubmed/29279861
http://dx.doi.org/10.1523/ENEURO.0292-17.2017
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