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Magnetoencephalographic Correlates of Perceptual State During Auditory Bistability
Bistability occurs when two alternative percepts can be derived from the same physical stimulus. To identify the neural correlates of specific subjective experiences we used a bistable auditory stimulus and determined whether the two perceptual states could be distinguished electrophysiologically. F...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772671/ https://www.ncbi.nlm.nih.gov/pubmed/29343771 http://dx.doi.org/10.1038/s41598-018-19287-0 |
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author | Sanders, Robert D. Winston, Joel S. Barnes, Gareth R. Rees, Geraint |
author_facet | Sanders, Robert D. Winston, Joel S. Barnes, Gareth R. Rees, Geraint |
author_sort | Sanders, Robert D. |
collection | PubMed |
description | Bistability occurs when two alternative percepts can be derived from the same physical stimulus. To identify the neural correlates of specific subjective experiences we used a bistable auditory stimulus and determined whether the two perceptual states could be distinguished electrophysiologically. Fourteen participants underwent magnetoencephalography while reporting their perceptual experience while listening to a continuous bistable stream of auditory tones. Participants reported bistability with a similar overall proportion of the two alternative percepts (52% vs 48%). At the individual level, sensor space electrophysiological discrimination between the percepts was possible in 9/14 participants with canonical variate analysis (CVA) or linear support vector machine (SVM) analysis over space and time dimensions. Classification was possible in 14/14 subjects with non-linear SVM. Similar effects were noted in an unconstrained source space CVA analysis (classifying 10/14 participants), linear SVM (classifying 9/14 subjects) and non-linear SVM (classifiying 13/14 participants). Source space analysis restricted to a priori ROIs showed discrimination was possible in the right and left auditory cortex with each classification approach but in the right intraparietal sulcus this was only apparent with non-linear SVM and only in a minority of particpants. Magnetoencephalography can be used to objectively classify auditory experiences from individual subjects. |
format | Online Article Text |
id | pubmed-5772671 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57726712018-01-26 Magnetoencephalographic Correlates of Perceptual State During Auditory Bistability Sanders, Robert D. Winston, Joel S. Barnes, Gareth R. Rees, Geraint Sci Rep Article Bistability occurs when two alternative percepts can be derived from the same physical stimulus. To identify the neural correlates of specific subjective experiences we used a bistable auditory stimulus and determined whether the two perceptual states could be distinguished electrophysiologically. Fourteen participants underwent magnetoencephalography while reporting their perceptual experience while listening to a continuous bistable stream of auditory tones. Participants reported bistability with a similar overall proportion of the two alternative percepts (52% vs 48%). At the individual level, sensor space electrophysiological discrimination between the percepts was possible in 9/14 participants with canonical variate analysis (CVA) or linear support vector machine (SVM) analysis over space and time dimensions. Classification was possible in 14/14 subjects with non-linear SVM. Similar effects were noted in an unconstrained source space CVA analysis (classifying 10/14 participants), linear SVM (classifying 9/14 subjects) and non-linear SVM (classifiying 13/14 participants). Source space analysis restricted to a priori ROIs showed discrimination was possible in the right and left auditory cortex with each classification approach but in the right intraparietal sulcus this was only apparent with non-linear SVM and only in a minority of particpants. Magnetoencephalography can be used to objectively classify auditory experiences from individual subjects. Nature Publishing Group UK 2018-01-17 /pmc/articles/PMC5772671/ /pubmed/29343771 http://dx.doi.org/10.1038/s41598-018-19287-0 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Sanders, Robert D. Winston, Joel S. Barnes, Gareth R. Rees, Geraint Magnetoencephalographic Correlates of Perceptual State During Auditory Bistability |
title | Magnetoencephalographic Correlates of Perceptual State During Auditory Bistability |
title_full | Magnetoencephalographic Correlates of Perceptual State During Auditory Bistability |
title_fullStr | Magnetoencephalographic Correlates of Perceptual State During Auditory Bistability |
title_full_unstemmed | Magnetoencephalographic Correlates of Perceptual State During Auditory Bistability |
title_short | Magnetoencephalographic Correlates of Perceptual State During Auditory Bistability |
title_sort | magnetoencephalographic correlates of perceptual state during auditory bistability |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772671/ https://www.ncbi.nlm.nih.gov/pubmed/29343771 http://dx.doi.org/10.1038/s41598-018-19287-0 |
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