Fingertip stimulus cue-based tactile brain-computer interface

Hiroki Yajima; Shoji Makino; Tomasz M. Rutkowski

doi:10.1109/APSIPA.2015.7415434

Fingertip stimulus cue-based tactile brain-computer interface

Hiroki Yajima, Shoji Makino, Tomasz M. Rutkowski^*

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1059-1064
Number of pages	6
ISBN (Electronic)	9789881476807
DOIs	https://doi.org/10.1109/APSIPA.2015.7415434
Publication status	Published - 2016 Feb 19
Externally published	Yes
Event	2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015 - Hong Kong, Hong Kong Duration: 2015 Dec 16 → 2015 Dec 19

Publication series

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

Other

Other	2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015
Country/Territory	Hong Kong
City	Hong Kong
Period	15/12/16 → 15/12/19

ASJC Scopus subject areas

Artificial Intelligence
Modelling and Simulation
Signal Processing

Access to Document

10.1109/APSIPA.2015.7415434

Cite this

Yajima, H., Makino, S., & Rutkowski, T. M. (2016). Fingertip stimulus cue-based tactile brain-computer interface. In 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015 (pp. 1059-1064). Article 7415434 (2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/APSIPA.2015.7415434

Fingertip stimulus cue-based tactile brain-computer interface. / Yajima, Hiroki; Makino, Shoji; Rutkowski, Tomasz M.
2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015. Institute of Electrical and Electronics Engineers Inc., 2016. p. 1059-1064 7415434 (2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yajima, H, Makino, S & Rutkowski, TM 2016, Fingertip stimulus cue-based tactile brain-computer interface. in 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015., 7415434, 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015, Institute of Electrical and Electronics Engineers Inc., pp. 1059-1064, 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015, Hong Kong, Hong Kong, 15/12/16. https://doi.org/10.1109/APSIPA.2015.7415434

Yajima H, Makino S, Rutkowski TM. Fingertip stimulus cue-based tactile brain-computer interface. In 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 1059-1064. 7415434. (2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015). doi: 10.1109/APSIPA.2015.7415434

Yajima, Hiroki ; Makino, Shoji ; Rutkowski, Tomasz M. / Fingertip stimulus cue-based tactile brain-computer interface. 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 1059-1064 (2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015).

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Fingertip stimulus cue-based tactile brain-computer interface

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