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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

34 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationProceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009
Pages594-597
Number of pages4
DOIs
Publication statusPublished - 2009
Externally publishedYes
Event31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009 - Minneapolis, MN
Duration: 2009 Sep 22009 Sep 6

Other

Other31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009
CityMinneapolis, MN
Period09/9/209/9/6

Fingerprint

Brain computer interface
Near infrared spectroscopy
Hemoglobin
Feedback
Hemodynamics
Brain

ASJC Scopus subject areas

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

Cite this

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. In 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.

Research output: Chapter in Book/Report/Conference proceedingConference 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. in 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. In 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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