TY - GEN
T1 - Tactile pressure brain-computer interface using point matrix pattern paradigm
AU - Shimizu, Kensuke
AU - Mori, Hiromu
AU - Makino, Shoji
AU - Rutkowski, Tomasz M.
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/2/18
Y1 - 2014/2/18
N2 - The paper presents a tactile pressure stimulus-based brain-computer interface (BCI) paradigm. 3×3 pressure pins matrix stimulus patterns are presented to the subjects in an oddball paradigm allowing for 'aha-responses' generation to attended targets. A research hypothesis is confirmed with the results with five subjects performing online BCI experiments. One of the users could score with 100% accuracy in online ten averages based BCI test. Three users scored above chance levels, while one remained on the chance level border. The presented pilot study experiments and EEG results confirm the effectiveness of the proposed tactile pressure stimulus based BCI.
AB - The paper presents a tactile pressure stimulus-based brain-computer interface (BCI) paradigm. 3×3 pressure pins matrix stimulus patterns are presented to the subjects in an oddball paradigm allowing for 'aha-responses' generation to attended targets. A research hypothesis is confirmed with the results with five subjects performing online BCI experiments. One of the users could score with 100% accuracy in online ten averages based BCI test. Three users scored above chance levels, while one remained on the chance level border. The presented pilot study experiments and EEG results confirm the effectiveness of the proposed tactile pressure stimulus based BCI.
KW - BCI
KW - brain signal processing
KW - EEG
KW - P300
KW - tactile BCI
UR - http://www.scopus.com/inward/record.url?scp=84946531162&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84946531162&partnerID=8YFLogxK
U2 - 10.1109/SCIS-ISIS.2014.7044756
DO - 10.1109/SCIS-ISIS.2014.7044756
M3 - Conference contribution
AN - SCOPUS:84946531162
T3 - 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014
SP - 473
EP - 477
BT - 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014
Y2 - 3 December 2014 through 6 December 2014
ER -