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Target-directed motor imagery of the lower limb enhances event-related desynchronization

Event-related desynchronization/synchronization (ERD/S) is an electroencephalogram (EEG) feature widely used as control signals for Brain-Computer Interfaces (BCIs). Nevertheless, the underlying neural mechanisms and functions of ERD/S are largely unknown, thus investigating them is crucial to impro...

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Autores principales: Kitahara, Kosuke, Hayashi, Yoshikatsu, Yano, Shiro, Kondo, Toshiyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5604945/
https://www.ncbi.nlm.nih.gov/pubmed/28926593
http://dx.doi.org/10.1371/journal.pone.0184245
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author Kitahara, Kosuke
Hayashi, Yoshikatsu
Yano, Shiro
Kondo, Toshiyuki
author_facet Kitahara, Kosuke
Hayashi, Yoshikatsu
Yano, Shiro
Kondo, Toshiyuki
author_sort Kitahara, Kosuke
collection PubMed
description Event-related desynchronization/synchronization (ERD/S) is an electroencephalogram (EEG) feature widely used as control signals for Brain-Computer Interfaces (BCIs). Nevertheless, the underlying neural mechanisms and functions of ERD/S are largely unknown, thus investigating them is crucial to improve the reliability of ERD/S-based BCIs. This study aimed to identify Motor Imagery (MI) conditions that enhance ERD/S. We investigated following three questions: 1) whether target-directed MI affects ERD/S, 2) whether MI with sound imagery affects ERD/S, and 3) whether ERD/S has a body part dependency of MI. Nine participants took part in the experiments of four MI conditions; they were asked to imagine right foot dorsiflexion (F), right foot dorsiflexion and the sound of a bass drum when the sole touched the floor (FS), right leg extension (L), and right leg extension directed toward a soccer ball (LT). Statistical comparison revealed that there were significant differences between conditions L and LT in beta-band ERD and conditions F and L in beta-band ERS. These results suggest that mental rehearsal of target-directed lower limb movement without real sensory stimuli can enhance beta-band ERD; furthermore, MI of foot dorsiflexion induces significantly larger beta-band ERS than that of leg extension. These findings could be exploited for the training of BCIs such as powered prosthetics for disabled person and neurorehabilitation system for stroke patients.
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spelling pubmed-56049452017-09-28 Target-directed motor imagery of the lower limb enhances event-related desynchronization Kitahara, Kosuke Hayashi, Yoshikatsu Yano, Shiro Kondo, Toshiyuki PLoS One Research Article Event-related desynchronization/synchronization (ERD/S) is an electroencephalogram (EEG) feature widely used as control signals for Brain-Computer Interfaces (BCIs). Nevertheless, the underlying neural mechanisms and functions of ERD/S are largely unknown, thus investigating them is crucial to improve the reliability of ERD/S-based BCIs. This study aimed to identify Motor Imagery (MI) conditions that enhance ERD/S. We investigated following three questions: 1) whether target-directed MI affects ERD/S, 2) whether MI with sound imagery affects ERD/S, and 3) whether ERD/S has a body part dependency of MI. Nine participants took part in the experiments of four MI conditions; they were asked to imagine right foot dorsiflexion (F), right foot dorsiflexion and the sound of a bass drum when the sole touched the floor (FS), right leg extension (L), and right leg extension directed toward a soccer ball (LT). Statistical comparison revealed that there were significant differences between conditions L and LT in beta-band ERD and conditions F and L in beta-band ERS. These results suggest that mental rehearsal of target-directed lower limb movement without real sensory stimuli can enhance beta-band ERD; furthermore, MI of foot dorsiflexion induces significantly larger beta-band ERS than that of leg extension. These findings could be exploited for the training of BCIs such as powered prosthetics for disabled person and neurorehabilitation system for stroke patients. Public Library of Science 2017-09-19 /pmc/articles/PMC5604945/ /pubmed/28926593 http://dx.doi.org/10.1371/journal.pone.0184245 Text en © 2017 Kitahara et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kitahara, Kosuke
Hayashi, Yoshikatsu
Yano, Shiro
Kondo, Toshiyuki
Target-directed motor imagery of the lower limb enhances event-related desynchronization
title Target-directed motor imagery of the lower limb enhances event-related desynchronization
title_full Target-directed motor imagery of the lower limb enhances event-related desynchronization
title_fullStr Target-directed motor imagery of the lower limb enhances event-related desynchronization
title_full_unstemmed Target-directed motor imagery of the lower limb enhances event-related desynchronization
title_short Target-directed motor imagery of the lower limb enhances event-related desynchronization
title_sort target-directed motor imagery of the lower limb enhances event-related desynchronization
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5604945/
https://www.ncbi.nlm.nih.gov/pubmed/28926593
http://dx.doi.org/10.1371/journal.pone.0184245
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