Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783287886640054272 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5739532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Society for Neuroscience |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT araziayelet themagnitudeoftrialbytrialneuralvariabilityisreproducibleovertimeandacrosstasksinhumans AT gonenyaacovigil themagnitudeoftrialbytrialneuralvariabilityisreproducibleovertimeandacrosstasksinhumans AT dinsteinilan themagnitudeoftrialbytrialneuralvariabilityisreproducibleovertimeandacrosstasksinhumans AT araziayelet magnitudeoftrialbytrialneuralvariabilityisreproducibleovertimeandacrosstasksinhumans AT gonenyaacovigil magnitudeoftrialbytrialneuralvariabilityisreproducibleovertimeandacrosstasksinhumans AT dinsteinilan magnitudeoftrialbytrialneuralvariabilityisreproducibleovertimeandacrosstasksinhumans |