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Nonlinear Origin of SSVEP Spectra—A Combined Experimental and Modeling Study
Steady state visual evoked potentials (SSVEPs) are steady state oscillatory potentials elicited in the electroencephalogram (EEG) by flicker stimulation. The frequency of these responses maches the frequency of the stimulation and of its harmonics and subharmonics. In this study, we investigated the...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5187367/ https://www.ncbi.nlm.nih.gov/pubmed/28082888 http://dx.doi.org/10.3389/fncom.2016.00129 |
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author | Labecki, Maciej Kus, Rafal Brzozowska, Alicja Stacewicz, Tadeusz Bhattacharya, Basabdatta S. Suffczynski, Piotr |
author_facet | Labecki, Maciej Kus, Rafal Brzozowska, Alicja Stacewicz, Tadeusz Bhattacharya, Basabdatta S. Suffczynski, Piotr |
author_sort | Labecki, Maciej |
collection | PubMed |
description | Steady state visual evoked potentials (SSVEPs) are steady state oscillatory potentials elicited in the electroencephalogram (EEG) by flicker stimulation. The frequency of these responses maches the frequency of the stimulation and of its harmonics and subharmonics. In this study, we investigated the origin of the harmonic and subharmonic components of SSVEPs, which are not well understood. We applied both sine and square wave visual stimulation at 5 and 15 Hz to human subjects and analyzed the properties of the fundamental responses and harmonically related components. In order to interpret the results, we used the well-established neural mass model that consists of interacting populations of excitatory and inhibitory cortical neurons. In our study, this model provided a simple explanation for the origin of SSVEP spectra, and showed that their harmonic and subharmonic components are a natural consequence of the nonlinear properties of neuronal populations and the resonant properties of the modeled network. The model also predicted multiples of subharmonic responses, which were subsequently confirmed using experimental data. |
format | Online Article Text |
id | pubmed-5187367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-51873672017-01-12 Nonlinear Origin of SSVEP Spectra—A Combined Experimental and Modeling Study Labecki, Maciej Kus, Rafal Brzozowska, Alicja Stacewicz, Tadeusz Bhattacharya, Basabdatta S. Suffczynski, Piotr Front Comput Neurosci Neuroscience Steady state visual evoked potentials (SSVEPs) are steady state oscillatory potentials elicited in the electroencephalogram (EEG) by flicker stimulation. The frequency of these responses maches the frequency of the stimulation and of its harmonics and subharmonics. In this study, we investigated the origin of the harmonic and subharmonic components of SSVEPs, which are not well understood. We applied both sine and square wave visual stimulation at 5 and 15 Hz to human subjects and analyzed the properties of the fundamental responses and harmonically related components. In order to interpret the results, we used the well-established neural mass model that consists of interacting populations of excitatory and inhibitory cortical neurons. In our study, this model provided a simple explanation for the origin of SSVEP spectra, and showed that their harmonic and subharmonic components are a natural consequence of the nonlinear properties of neuronal populations and the resonant properties of the modeled network. The model also predicted multiples of subharmonic responses, which were subsequently confirmed using experimental data. Frontiers Media S.A. 2016-12-27 /pmc/articles/PMC5187367/ /pubmed/28082888 http://dx.doi.org/10.3389/fncom.2016.00129 Text en Copyright © 2016 Labecki, Kus, Brzozowska, Stacewicz, Bhattacharya and Suffczynski. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Labecki, Maciej Kus, Rafal Brzozowska, Alicja Stacewicz, Tadeusz Bhattacharya, Basabdatta S. Suffczynski, Piotr Nonlinear Origin of SSVEP Spectra—A Combined Experimental and Modeling Study |
title | Nonlinear Origin of SSVEP Spectra—A Combined Experimental and Modeling Study |
title_full | Nonlinear Origin of SSVEP Spectra—A Combined Experimental and Modeling Study |
title_fullStr | Nonlinear Origin of SSVEP Spectra—A Combined Experimental and Modeling Study |
title_full_unstemmed | Nonlinear Origin of SSVEP Spectra—A Combined Experimental and Modeling Study |
title_short | Nonlinear Origin of SSVEP Spectra—A Combined Experimental and Modeling Study |
title_sort | nonlinear origin of ssvep spectra—a combined experimental and modeling study |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5187367/ https://www.ncbi.nlm.nih.gov/pubmed/28082888 http://dx.doi.org/10.3389/fncom.2016.00129 |
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