TY - GEN
T1 - EEG signal processing and classification for the novel tactile-force brain-computer interface paradigm
AU - Kono, Shota
AU - Aminaka, Daiki
AU - Makino, Shoji
AU - Rutkowski, Tomasz M.
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - Brain signal processing
KW - Brain somatosensory evoked response
KW - EEG
KW - Tactile BCI
UR - http://www.scopus.com/inward/record.url?scp=84894131294&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84894131294&partnerID=8YFLogxK
U2 - 10.1109/SITIS.2013.132
DO - 10.1109/SITIS.2013.132
M3 - Conference contribution
AN - SCOPUS:84894131294
SN - 9781479932115
T3 - Proceedings - 2013 International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013
SP - 812
EP - 817
BT - Proceedings - 2013 International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013
T2 - 2013 9th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013
Y2 - 2 December 2013 through 5 December 2013
ER -