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Human Decision Making Based on Variations in Internal Noise: An EEG Study

Perceptual decision making is prone to errors, especially near threshold. Physiological, behavioural and modeling studies suggest this is due to the intrinsic or ‘internal’ noise in neural systems, which derives from a mixture of bottom-up and top-down sources. We show here that internal noise can f...

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Autores principales: Amitay, Sygal, Guiraud, Jeanne, Sohoglu, Ediz, Zobay, Oliver, Edmonds, Barrie A., Zhang, Yu-Xuan, Moore, David R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3698081/
https://www.ncbi.nlm.nih.gov/pubmed/23840904
http://dx.doi.org/10.1371/journal.pone.0068928
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author Amitay, Sygal
Guiraud, Jeanne
Sohoglu, Ediz
Zobay, Oliver
Edmonds, Barrie A.
Zhang, Yu-Xuan
Moore, David R.
author_facet Amitay, Sygal
Guiraud, Jeanne
Sohoglu, Ediz
Zobay, Oliver
Edmonds, Barrie A.
Zhang, Yu-Xuan
Moore, David R.
author_sort Amitay, Sygal
collection PubMed
description Perceptual decision making is prone to errors, especially near threshold. Physiological, behavioural and modeling studies suggest this is due to the intrinsic or ‘internal’ noise in neural systems, which derives from a mixture of bottom-up and top-down sources. We show here that internal noise can form the basis of perceptual decision making when the external signal lacks the required information for the decision. We recorded electroencephalographic (EEG) activity in listeners attempting to discriminate between identical tones. Since the acoustic signal was constant, bottom-up and top-down influences were under experimental control. We found that early cortical responses to the identical stimuli varied in global field power and topography according to the perceptual decision made, and activity preceding stimulus presentation could predict both later activity and behavioural decision. Our results suggest that activity variations induced by internal noise of both sensory and cognitive origin are sufficient to drive discrimination judgments.
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spelling pubmed-36980812013-07-09 Human Decision Making Based on Variations in Internal Noise: An EEG Study Amitay, Sygal Guiraud, Jeanne Sohoglu, Ediz Zobay, Oliver Edmonds, Barrie A. Zhang, Yu-Xuan Moore, David R. PLoS One Research Article Perceptual decision making is prone to errors, especially near threshold. Physiological, behavioural and modeling studies suggest this is due to the intrinsic or ‘internal’ noise in neural systems, which derives from a mixture of bottom-up and top-down sources. We show here that internal noise can form the basis of perceptual decision making when the external signal lacks the required information for the decision. We recorded electroencephalographic (EEG) activity in listeners attempting to discriminate between identical tones. Since the acoustic signal was constant, bottom-up and top-down influences were under experimental control. We found that early cortical responses to the identical stimuli varied in global field power and topography according to the perceptual decision made, and activity preceding stimulus presentation could predict both later activity and behavioural decision. Our results suggest that activity variations induced by internal noise of both sensory and cognitive origin are sufficient to drive discrimination judgments. Public Library of Science 2013-07-01 /pmc/articles/PMC3698081/ /pubmed/23840904 http://dx.doi.org/10.1371/journal.pone.0068928 Text en © 2013 Amitay et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Amitay, Sygal
Guiraud, Jeanne
Sohoglu, Ediz
Zobay, Oliver
Edmonds, Barrie A.
Zhang, Yu-Xuan
Moore, David R.
Human Decision Making Based on Variations in Internal Noise: An EEG Study
title Human Decision Making Based on Variations in Internal Noise: An EEG Study
title_full Human Decision Making Based on Variations in Internal Noise: An EEG Study
title_fullStr Human Decision Making Based on Variations in Internal Noise: An EEG Study
title_full_unstemmed Human Decision Making Based on Variations in Internal Noise: An EEG Study
title_short Human Decision Making Based on Variations in Internal Noise: An EEG Study
title_sort human decision making based on variations in internal noise: an eeg study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3698081/
https://www.ncbi.nlm.nih.gov/pubmed/23840904
http://dx.doi.org/10.1371/journal.pone.0068928
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