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Effects of Background Music on Mental Fatigue in Steady-State Visually Evoked Potential-Based BCIs

As a widely used brain–computer interface (BCI) paradigm, steady-state visually evoked potential (SSVEP)-based BCIs have the advantages of high information transfer rates, high tolerance for artifacts, and robust performance across diverse users. However, the incidence of mental fatigue from prolong...

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Detalles Bibliográficos
Autores principales: Gao, Shouwei, Zhou, Kang, Zhang, Jun, Cheng, Yi, Mao, Shujun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10094051/
https://www.ncbi.nlm.nih.gov/pubmed/37046941
http://dx.doi.org/10.3390/healthcare11071014
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author Gao, Shouwei
Zhou, Kang
Zhang, Jun
Cheng, Yi
Mao, Shujun
author_facet Gao, Shouwei
Zhou, Kang
Zhang, Jun
Cheng, Yi
Mao, Shujun
author_sort Gao, Shouwei
collection PubMed
description As a widely used brain–computer interface (BCI) paradigm, steady-state visually evoked potential (SSVEP)-based BCIs have the advantages of high information transfer rates, high tolerance for artifacts, and robust performance across diverse users. However, the incidence of mental fatigue from prolonged, repetitive stimulation is a critical issue for SSVEP-based BCIs. Music is often used as a convenient, non-invasive means of relieving mental fatigue. This study investigates the compensatory effect of music on mental fatigue through the introduction of different modes of background music in long-duration, SSVEP-BCI tasks. Changes in electroencephalography power index, SSVEP amplitude, and signal-to-noise ratio were used to assess participants’ mental fatigue. The study’s results show that the introduction of exciting background music to the SSVEP-BCI task was effective in relieving participants’ mental fatigue. In addition, for continuous SSVEP-BCI tasks, a combination of musical modes that used soothing background music during the rest interval phase proved more effective in reducing users’ mental fatigue. This suggests that background music can provide a practical solution for long-duration SSVEP-based BCI implementation.
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spelling pubmed-100940512023-04-13 Effects of Background Music on Mental Fatigue in Steady-State Visually Evoked Potential-Based BCIs Gao, Shouwei Zhou, Kang Zhang, Jun Cheng, Yi Mao, Shujun Healthcare (Basel) Article As a widely used brain–computer interface (BCI) paradigm, steady-state visually evoked potential (SSVEP)-based BCIs have the advantages of high information transfer rates, high tolerance for artifacts, and robust performance across diverse users. However, the incidence of mental fatigue from prolonged, repetitive stimulation is a critical issue for SSVEP-based BCIs. Music is often used as a convenient, non-invasive means of relieving mental fatigue. This study investigates the compensatory effect of music on mental fatigue through the introduction of different modes of background music in long-duration, SSVEP-BCI tasks. Changes in electroencephalography power index, SSVEP amplitude, and signal-to-noise ratio were used to assess participants’ mental fatigue. The study’s results show that the introduction of exciting background music to the SSVEP-BCI task was effective in relieving participants’ mental fatigue. In addition, for continuous SSVEP-BCI tasks, a combination of musical modes that used soothing background music during the rest interval phase proved more effective in reducing users’ mental fatigue. This suggests that background music can provide a practical solution for long-duration SSVEP-based BCI implementation. MDPI 2023-04-02 /pmc/articles/PMC10094051/ /pubmed/37046941 http://dx.doi.org/10.3390/healthcare11071014 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gao, Shouwei
Zhou, Kang
Zhang, Jun
Cheng, Yi
Mao, Shujun
Effects of Background Music on Mental Fatigue in Steady-State Visually Evoked Potential-Based BCIs
title Effects of Background Music on Mental Fatigue in Steady-State Visually Evoked Potential-Based BCIs
title_full Effects of Background Music on Mental Fatigue in Steady-State Visually Evoked Potential-Based BCIs
title_fullStr Effects of Background Music on Mental Fatigue in Steady-State Visually Evoked Potential-Based BCIs
title_full_unstemmed Effects of Background Music on Mental Fatigue in Steady-State Visually Evoked Potential-Based BCIs
title_short Effects of Background Music on Mental Fatigue in Steady-State Visually Evoked Potential-Based BCIs
title_sort effects of background music on mental fatigue in steady-state visually evoked potential-based bcis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10094051/
https://www.ncbi.nlm.nih.gov/pubmed/37046941
http://dx.doi.org/10.3390/healthcare11071014
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