TY - GEN
T1 - A brain-computer interface with real-time independent component analysis for biomedical applications
AU - Hsieh, Zong Han
AU - Fang, Wai-Chi
AU - Jung, Tzyy Ping
PY - 2012/3/29
Y1 - 2012/3/29
N2 - This paper presents a brain-computer interface with real-time independent component analysis for biomedical applications. EEG-based BCI technology using cell-phone and Bluetooth transmission of bio-signals has been established in previous studies, and experimental results show that subjects should avoid eye blink who are under test to increase the accuracy. In order to enhance the dialing system, the authors integrate a real-time ICA chip to artifacts arising from eye blinking. The designed system enables the acquisition and subsequent ICA elaboration signals in real-time, the result shows suitable for BCI applications. The efficiency of the implemented technique has been experimentally demonstrated.
AB - This paper presents a brain-computer interface with real-time independent component analysis for biomedical applications. EEG-based BCI technology using cell-phone and Bluetooth transmission of bio-signals has been established in previous studies, and experimental results show that subjects should avoid eye blink who are under test to increase the accuracy. In order to enhance the dialing system, the authors integrate a real-time ICA chip to artifacts arising from eye blinking. The designed system enables the acquisition and subsequent ICA elaboration signals in real-time, the result shows suitable for BCI applications. The efficiency of the implemented technique has been experimentally demonstrated.
KW - Brain Computer Interface
KW - Independent Component Analysis
UR - http://www.scopus.com/inward/record.url?scp=84858841288&partnerID=8YFLogxK
U2 - 10.1109/ICCE.2012.6161895
DO - 10.1109/ICCE.2012.6161895
M3 - Conference contribution
AN - SCOPUS:84858841288
SN - 9781457702310
T3 - Digest of Technical Papers - IEEE International Conference on Consumer Electronics
SP - 339
EP - 340
BT - 2012 IEEE International Conference on Consumer Electronics, ICCE 2012
T2 - 2012 IEEE International Conference on Consumer Electronics, ICCE 2012
Y2 - 13 January 2012 through 16 January 2012
ER -