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Can vibrotactile stimulation and tDCS help inefficient BCI users?

Brain-computer interface (BCI) has helped people by allowing them to control a computer or machine through brain activity without actual body movement. Despite this advantage, BCI cannot be used widely because some people cannot achieve controllable performance. To solve this problem, researchers ha...

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Detalles Bibliográficos
Autores principales: Won, Kyungho, Kim, Heegyu, Gwon, Daeun, Ahn, Minkyu, Nam, Chang S., Jun, Sung Chan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10157902/
https://www.ncbi.nlm.nih.gov/pubmed/37143057
http://dx.doi.org/10.1186/s12984-023-01181-0
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author Won, Kyungho
Kim, Heegyu
Gwon, Daeun
Ahn, Minkyu
Nam, Chang S.
Jun, Sung Chan
author_facet Won, Kyungho
Kim, Heegyu
Gwon, Daeun
Ahn, Minkyu
Nam, Chang S.
Jun, Sung Chan
author_sort Won, Kyungho
collection PubMed
description Brain-computer interface (BCI) has helped people by allowing them to control a computer or machine through brain activity without actual body movement. Despite this advantage, BCI cannot be used widely because some people cannot achieve controllable performance. To solve this problem, researchers have proposed stimulation methods to modulate relevant brain activity to improve BCI performance. However, multiple studies have reported mixed results following stimulation, and the comparative study of different stimulation modalities has been overlooked. Accordingly, this study was designed to compare vibrotactile stimulation and transcranial direct current stimulation’s (tDCS) effects on brain activity modulation and motor imagery BCI performance among inefficient BCI users. We recruited 44 subjects and divided them into sham, vibrotactile stimulation, and tDCS groups, and low performers were selected from each stimulation group. We found that the latter’s BCI performance in the vibrotactile stimulation group increased significantly by 9.13% (p < 0.01), and while the tDCS group subjects’ performance increased by 5.13%, it was not significant. In contrast, sham group subjects showed no increased performance. In addition to BCI performance, pre-stimulus alpha band power and the phase locking values (PLVs) averaged over sensory motor areas showed significant increases in low performers following stimulation in the vibrotactile stimulation and tDCS groups, while sham stimulation group subjects and high performers showed no significant stimulation effects across all groups. Our findings suggest that stimulation effects may differ depending upon BCI efficiency, and inefficient BCI users have greater plasticity than efficient BCI users.
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spelling pubmed-101579022023-05-05 Can vibrotactile stimulation and tDCS help inefficient BCI users? Won, Kyungho Kim, Heegyu Gwon, Daeun Ahn, Minkyu Nam, Chang S. Jun, Sung Chan J Neuroeng Rehabil Research Brain-computer interface (BCI) has helped people by allowing them to control a computer or machine through brain activity without actual body movement. Despite this advantage, BCI cannot be used widely because some people cannot achieve controllable performance. To solve this problem, researchers have proposed stimulation methods to modulate relevant brain activity to improve BCI performance. However, multiple studies have reported mixed results following stimulation, and the comparative study of different stimulation modalities has been overlooked. Accordingly, this study was designed to compare vibrotactile stimulation and transcranial direct current stimulation’s (tDCS) effects on brain activity modulation and motor imagery BCI performance among inefficient BCI users. We recruited 44 subjects and divided them into sham, vibrotactile stimulation, and tDCS groups, and low performers were selected from each stimulation group. We found that the latter’s BCI performance in the vibrotactile stimulation group increased significantly by 9.13% (p < 0.01), and while the tDCS group subjects’ performance increased by 5.13%, it was not significant. In contrast, sham group subjects showed no increased performance. In addition to BCI performance, pre-stimulus alpha band power and the phase locking values (PLVs) averaged over sensory motor areas showed significant increases in low performers following stimulation in the vibrotactile stimulation and tDCS groups, while sham stimulation group subjects and high performers showed no significant stimulation effects across all groups. Our findings suggest that stimulation effects may differ depending upon BCI efficiency, and inefficient BCI users have greater plasticity than efficient BCI users. BioMed Central 2023-05-04 /pmc/articles/PMC10157902/ /pubmed/37143057 http://dx.doi.org/10.1186/s12984-023-01181-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Won, Kyungho
Kim, Heegyu
Gwon, Daeun
Ahn, Minkyu
Nam, Chang S.
Jun, Sung Chan
Can vibrotactile stimulation and tDCS help inefficient BCI users?
title Can vibrotactile stimulation and tDCS help inefficient BCI users?
title_full Can vibrotactile stimulation and tDCS help inefficient BCI users?
title_fullStr Can vibrotactile stimulation and tDCS help inefficient BCI users?
title_full_unstemmed Can vibrotactile stimulation and tDCS help inefficient BCI users?
title_short Can vibrotactile stimulation and tDCS help inefficient BCI users?
title_sort can vibrotactile stimulation and tdcs help inefficient bci users?
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10157902/
https://www.ncbi.nlm.nih.gov/pubmed/37143057
http://dx.doi.org/10.1186/s12984-023-01181-0
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