EEG signal processing and classification for the novel tactile-force brain-computer interface paradigm

Shota Kono, Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski

研究成果: Conference contribution

4 被引用数 (Scopus)

抄録

The presented study explores the extent to which tactile-force stimulus delivered to a hand holding a force-feedback joystick can serve as a platform for a brain-computer interface (BCI). The four pressure directions are used to evoke tactile brain potential responses, thus defining a tactile-force brain computer interface (tfBCI). We present brain signal processing and classification procedures leading to successful online interfacing results. Experimental results with seven subjects performing online BCI experiments provide a validation of the hand location tfBCI paradigm, while the feasibility of the concept is illuminated through remarkable information-transfer rates.

本文言語English
ホスト出版物のタイトルProceedings - 2013 International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013
ページ812-817
ページ数6
DOI
出版ステータスPublished - 2013
外部発表はい
イベント2013 9th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013 - Kyoto, Japan
継続期間: 2013 12月 22013 12月 5

出版物シリーズ

名前Proceedings - 2013 International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013

Conference

Conference2013 9th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013
国/地域Japan
CityKyoto
Period13/12/213/12/5

ASJC Scopus subject areas

  • コンピュータ ネットワークおよび通信
  • 信号処理

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