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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...

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Autores principales: Labecki, Maciej, Kus, Rafal, Brzozowska, Alicja, Stacewicz, Tadeusz, Bhattacharya, Basabdatta S., Suffczynski, Piotr
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
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.
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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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