A NIRS-based brain-computer interface system during motor imagery: System development and online feedback training

Shinichiro Kanoh, Yu Mi Murayama, Ko Ichiro Miyamoto, Tatsuo Yoshinobu, Ryuta Kawashima

研究成果: Conference contribution

36 引用 (Scopus)

抄録

A brain-computer interface (BCI) to detect motor imagery from cerebrum hemodynamic data measured by NIRS (near-infrared spectroscopy) was constructed and the effect of the online feedback training for subjects was evaluated. Concentrations of Oxy- and deOxy-hemoglobin in the motor cortex during motor imagery of subject's right hand was measured by 52-channel NIRS system, and the mean magnitude of measured signal near C3 in the International 10-20 System was visually fed back online to the subject. On two out of three subjects, it was shown that the ratio between the averaged value and the standard deviation over trials (S/N ratio) of Oxy-hemoglobin signal elicited by the imagery of subject's right hand was increased by the 5-day online feedback training. Detailed investigation of the effect of the online feedback training on brain activities was left for further study.

元の言語English
ホスト出版物のタイトルProceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009
ページ594-597
ページ数4
DOI
出版物ステータスPublished - 2009
外部発表Yes
イベント31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009 - Minneapolis, MN
継続期間: 2009 9 22009 9 6

Other

Other31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009
Minneapolis, MN
期間09/9/209/9/6

Fingerprint

Brain computer interface
Near infrared spectroscopy
Hemoglobin
Feedback
Hemodynamics
Brain

ASJC Scopus subject areas

  • Cell Biology
  • Developmental Biology
  • Biomedical Engineering
  • Medicine(all)

これを引用

Kanoh, S., Murayama, Y. M., Miyamoto, K. I., Yoshinobu, T., & Kawashima, R. (2009). A NIRS-based brain-computer interface system during motor imagery: System development and online feedback training. : Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009 (pp. 594-597). [5333710] https://doi.org/10.1109/IEMBS.2009.5333710

A NIRS-based brain-computer interface system during motor imagery : System development and online feedback training. / Kanoh, Shinichiro; Murayama, Yu Mi; Miyamoto, Ko Ichiro; Yoshinobu, Tatsuo; Kawashima, Ryuta.

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. 2009. p. 594-597 5333710.

研究成果: Conference contribution

Kanoh, S, Murayama, YM, Miyamoto, KI, Yoshinobu, T & Kawashima, R 2009, A NIRS-based brain-computer interface system during motor imagery: System development and online feedback training. : Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009., 5333710, pp. 594-597, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009, Minneapolis, MN, 09/9/2. https://doi.org/10.1109/IEMBS.2009.5333710
Kanoh S, Murayama YM, Miyamoto KI, Yoshinobu T, Kawashima R. A NIRS-based brain-computer interface system during motor imagery: System development and online feedback training. : Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. 2009. p. 594-597. 5333710 https://doi.org/10.1109/IEMBS.2009.5333710
Kanoh, Shinichiro ; Murayama, Yu Mi ; Miyamoto, Ko Ichiro ; Yoshinobu, Tatsuo ; Kawashima, Ryuta. / A NIRS-based brain-computer interface system during motor imagery : System development and online feedback training. Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. 2009. pp. 594-597
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