TY - GEN
T1 - P300 responses classification improvement in tactile BCI with touch-sense glove
AU - Yajima, Hiroki
AU - Makino, Shoji
AU - Rutkowski, Tomasz M.
N1 - Publisher Copyright:
© 2014 Asia-Pacific Signal and Information Processing Ass.
PY - 2014/2/12
Y1 - 2014/2/12
N2 - This paper reports on a project aiming to confirm whether a tactile stimulator 'touch-sense glove' is effective for a novel brain-computer interface (BCI) paradigm and whether the tactile stimulus delivered to the fingers could be utilized to evoke event related potential (ERP) responses with possible attentional modulation. The tactile ERPs are expected to improve the BCI accuracy. The proposed new stimulator device is presented in detail together with psychophysical and EEG BCI experiment protocols. Results supporting the proposed 'touch-sense glove' device are presented in form of online BCI classification accuracy results. Finally, we outline the future possible paradigm improvements.
AB - This paper reports on a project aiming to confirm whether a tactile stimulator 'touch-sense glove' is effective for a novel brain-computer interface (BCI) paradigm and whether the tactile stimulus delivered to the fingers could be utilized to evoke event related potential (ERP) responses with possible attentional modulation. The tactile ERPs are expected to improve the BCI accuracy. The proposed new stimulator device is presented in detail together with psychophysical and EEG BCI experiment protocols. Results supporting the proposed 'touch-sense glove' device are presented in form of online BCI classification accuracy results. Finally, we outline the future possible paradigm improvements.
UR - http://www.scopus.com/inward/record.url?scp=84949925902&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84949925902&partnerID=8YFLogxK
U2 - 10.1109/APSIPA.2014.7041770
DO - 10.1109/APSIPA.2014.7041770
M3 - Conference contribution
AN - SCOPUS:84949925902
T3 - 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014
BT - 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014
Y2 - 9 December 2014 through 12 December 2014
ER -