Fingertip stimulus cue-based tactile brain-computer interface

Hiroki Yajima, Shoji Makino, Tomasz M. Rutkowski*

*この研究の対応する著者

研究成果

1 被引用数 (Scopus)

抄録

The reported project aims to confirm whether a tactile glove fingertips' stimulator is effective for a brain-computer interface (BCI) paradigm using somatosensory event potential (SEP) responses with possible attentional modulation. The proposed simplified stimulator device is presented in detail together with psychophysical and EEG BCI experiment protocols. Results supporting the proposed simple tactile glove device are presented in form of online BCI classification accuracy results using shrinkage linear discriminant analysis (sLDA) technique. Finally, we discuss future possible paradigm improvement steps.

本文言語English
ホスト出版物のタイトル2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015
出版社Institute of Electrical and Electronics Engineers Inc.
ページ1059-1064
ページ数6
ISBN(電子版)9789881476807
DOI
出版ステータスPublished - 2016 2 19
外部発表はい
イベント2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015 - Hong Kong, Hong Kong
継続期間: 2015 12 162015 12 19

出版物シリーズ

名前2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015

Other

Other2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015
国/地域Hong Kong
CityHong Kong
Period15/12/1615/12/19

ASJC Scopus subject areas

  • 人工知能
  • モデリングとシミュレーション
  • 信号処理

フィンガープリント

「Fingertip stimulus cue-based tactile brain-computer interface」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル