A basic study on neuro-feedback training to enhance a change of sensory-motor rhythm during motor imagery tasks

Tomonari Omura, Shinichiro Kanoh

研究成果: Conference contribution

抄録

To apply motor imagery-based BCI to subject, S/N and dynamic range of the SMR (sensory-motor rhythm) components elicited by motor imagery should be enough high. In this study, neuro-feedback training experiments, on which the EEG band power of SMR on μ-band during motor imagery task of limbs was visually fed back to subjects, were executed in order to enhance ERD (event-related desynchronization) of oscillatory EEG elicited by motor imagery. The effect of neuro-feedback training was evaluated by the change of spatial distribution on scalp and EEG band power response of each channel. It was shown that the neuro-feedback training enhanced S/N and localization of spatial distribution of ERD on μ-band in two of five subjects.

元の言語English
ホスト出版物のタイトルBMEiCON 2017 - 10th Biomedical Engineering International Conference
出版者Institute of Electrical and Electronics Engineers Inc.
ページ1-5
ページ数5
2017-January
ISBN(電子版)9781538608821
DOI
出版物ステータスPublished - 2017 12 19
外部発表Yes
イベント10th Biomedical Engineering International Conference, BMEiCON 2017 - Hokkaido, Japan
継続期間: 2017 8 312017 9 2

Other

Other10th Biomedical Engineering International Conference, BMEiCON 2017
Japan
Hokkaido
期間17/8/3117/9/2

Fingerprint

basic studies
sensory motor
rhythm
imagery
education
Feedback
electroencephalography
Electroencephalography
Spatial distribution
event
spatial distribution
limbs
dynamic range
experiment

ASJC Scopus subject areas

  • Health Informatics
  • Instrumentation
  • Biomedical Engineering
  • Medicine (miscellaneous)
  • Health(social science)

これを引用

Omura, T., & Kanoh, S. (2017). A basic study on neuro-feedback training to enhance a change of sensory-motor rhythm during motor imagery tasks. : BMEiCON 2017 - 10th Biomedical Engineering International Conference (巻 2017-January, pp. 1-5). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BMEiCON.2017.8229143

A basic study on neuro-feedback training to enhance a change of sensory-motor rhythm during motor imagery tasks. / Omura, Tomonari; Kanoh, Shinichiro.

BMEiCON 2017 - 10th Biomedical Engineering International Conference. 巻 2017-January Institute of Electrical and Electronics Engineers Inc., 2017. p. 1-5.

研究成果: Conference contribution

Omura, T & Kanoh, S 2017, A basic study on neuro-feedback training to enhance a change of sensory-motor rhythm during motor imagery tasks. : BMEiCON 2017 - 10th Biomedical Engineering International Conference. 巻. 2017-January, Institute of Electrical and Electronics Engineers Inc., pp. 1-5, 10th Biomedical Engineering International Conference, BMEiCON 2017, Hokkaido, Japan, 17/8/31. https://doi.org/10.1109/BMEiCON.2017.8229143
Omura T, Kanoh S. A basic study on neuro-feedback training to enhance a change of sensory-motor rhythm during motor imagery tasks. : BMEiCON 2017 - 10th Biomedical Engineering International Conference. 巻 2017-January. Institute of Electrical and Electronics Engineers Inc. 2017. p. 1-5 https://doi.org/10.1109/BMEiCON.2017.8229143
Omura, Tomonari ; Kanoh, Shinichiro. / A basic study on neuro-feedback training to enhance a change of sensory-motor rhythm during motor imagery tasks. BMEiCON 2017 - 10th Biomedical Engineering International Conference. 巻 2017-January Institute of Electrical and Electronics Engineers Inc., 2017. pp. 1-5
@inproceedings{d482d6371b284527b821acb50dbc22a7,
title = "A basic study on neuro-feedback training to enhance a change of sensory-motor rhythm during motor imagery tasks",
abstract = "To apply motor imagery-based BCI to subject, S/N and dynamic range of the SMR (sensory-motor rhythm) components elicited by motor imagery should be enough high. In this study, neuro-feedback training experiments, on which the EEG band power of SMR on μ-band during motor imagery task of limbs was visually fed back to subjects, were executed in order to enhance ERD (event-related desynchronization) of oscillatory EEG elicited by motor imagery. The effect of neuro-feedback training was evaluated by the change of spatial distribution on scalp and EEG band power response of each channel. It was shown that the neuro-feedback training enhanced S/N and localization of spatial distribution of ERD on μ-band in two of five subjects.",
keywords = "brain-computer interface, event-related desynchronization (ERD), motor imagery, neuro-feedback, sensori-motor rhythm (SMR)",
author = "Tomonari Omura and Shinichiro Kanoh",
year = "2017",
month = "12",
day = "19",
doi = "10.1109/BMEiCON.2017.8229143",
language = "English",
volume = "2017-January",
pages = "1--5",
booktitle = "BMEiCON 2017 - 10th Biomedical Engineering International Conference",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - GEN

T1 - A basic study on neuro-feedback training to enhance a change of sensory-motor rhythm during motor imagery tasks

AU - Omura, Tomonari

AU - Kanoh, Shinichiro

PY - 2017/12/19

Y1 - 2017/12/19

N2 - To apply motor imagery-based BCI to subject, S/N and dynamic range of the SMR (sensory-motor rhythm) components elicited by motor imagery should be enough high. In this study, neuro-feedback training experiments, on which the EEG band power of SMR on μ-band during motor imagery task of limbs was visually fed back to subjects, were executed in order to enhance ERD (event-related desynchronization) of oscillatory EEG elicited by motor imagery. The effect of neuro-feedback training was evaluated by the change of spatial distribution on scalp and EEG band power response of each channel. It was shown that the neuro-feedback training enhanced S/N and localization of spatial distribution of ERD on μ-band in two of five subjects.

AB - To apply motor imagery-based BCI to subject, S/N and dynamic range of the SMR (sensory-motor rhythm) components elicited by motor imagery should be enough high. In this study, neuro-feedback training experiments, on which the EEG band power of SMR on μ-band during motor imagery task of limbs was visually fed back to subjects, were executed in order to enhance ERD (event-related desynchronization) of oscillatory EEG elicited by motor imagery. The effect of neuro-feedback training was evaluated by the change of spatial distribution on scalp and EEG band power response of each channel. It was shown that the neuro-feedback training enhanced S/N and localization of spatial distribution of ERD on μ-band in two of five subjects.

KW - brain-computer interface

KW - event-related desynchronization (ERD)

KW - motor imagery

KW - neuro-feedback

KW - sensori-motor rhythm (SMR)

UR - http://www.scopus.com/inward/record.url?scp=85046263631&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85046263631&partnerID=8YFLogxK

U2 - 10.1109/BMEiCON.2017.8229143

DO - 10.1109/BMEiCON.2017.8229143

M3 - Conference contribution

AN - SCOPUS:85046263631

VL - 2017-January

SP - 1

EP - 5

BT - BMEiCON 2017 - 10th Biomedical Engineering International Conference

PB - Institute of Electrical and Electronics Engineers Inc.

ER -