A NIRS-based brain-computer interface system during motor imagery: System development and online feedback training

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 594-597

  Kanoh, Shin'ichiro ^a   Murayama, Yu Mi ^a   Miyamoto, Ko Ichiro ^a   Yoshinobu, Tatsuo ^a   Kawashima, Ryuta ^a  

^a TOHOKU UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN ACTIVITY; MEASURED SIGNALS; MOTOR CORTEX; MOTOR IMAGERY; NIRS (NEAR-INFRARED SPECTROSCOPY); NIRS SYSTEM; ONLINE FEEDBACK; OXY-AND DEOXY-HEMOGLOBIN; OXY-HEMOGLOBIN; S/N RATIO; STANDARD DEVIATION; SYSTEM DEVELOPMENT;

BIOLOGY; BRAIN; HEMOGLOBIN; INFRARED SPECTROSCOPY; INFRARED TRANSMISSION; INTERFACES (COMPUTER); OPTICAL SENSORS;

BRAIN COMPUTER INTERFACE;

EID: 77951004300     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5333710     Document Type: Conference Paper

References (10)

1. J. R. Wolpaw, N. Birbaumer, W. J. Heetderks, D. J. McFarland, P. H. Peckham, G. Schalk, L. A. Donchin, C. J. Robinson, T. M. Vaughan, Brain-computer interface technology: A review of the first international meeting, it IEEE Transactions on Rehabilitation Engineering, 8, 2, 2000, pp.164-173.
2. G. Pfurtscheller, F. H. Lopes da Silva, Event-related EEG/MEG synchronization and desynchronization: basic principles, Clinical Neurophysiology, 110, 1999, pp.1842-1857.
3. G. Pfurtscheller, C. Neuper, N. Birbaumer, Human brain-computer interface. In: A. Riehle and E. Vaadia (Eds.), Motor cortex in voluntary movements: A distributed system for distributed functions, CRC Press, 2005, pp.367-401.
4. G. Pfurtscheller, G.R. Müller-Putz, J. Pfurtscheller, R. Rupp (2005) EEG-based asynchronous BCI controls functional electrical stimulation in a tetraplegic patient, EURASIP Journal on Applied Signal Processing, 19, 2005, pp.3152-3155.
5. S. Kanoh, R. Scherer, T. Yoshinobu, N. Hoshimiya, G. Pfurtscheller, "Brain Switch" BCI system based on EEG during foot movement imagery, Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course 2006, 2006, pp.64-65.
6. S. Kanoh, R. Scherer, T. Yoshinobu, N. Hoshimiya, G. Pfurtscheller, Effect of long-term feedback training on oscillatory EEG components modulated by motor imagery, Proceedings of the 4th International Brain-Computer Interface Workshop and Training Course 2008, 2008, pp.150-155.
7. S. Coyle, T. Ward, C. Markham, G. McDarby, On the suitability of near-infrared (NIR) systems for next-generation brain-computer interfaces, Physiological Measurement, 25, 2004, pp.815-822.
8. R. Sitaram, H. Zhang, C. Guan, M. Thulasidas, Y. Hoshi, A. Ishikawa, K. Shimizu, N. Birbaumer, Temporal classification of multichannel near- infrared spectroscopy signals of motor imagery for developing a brain-computer interface, NeuroImage, 34, 2007, pp.1416-1427.
9. M. Lotze, P. Montoya, M. Erb, E. Hülsmann, Activation of cortical and cerebellar motor areas during executed and imagined hand movements: An fMRI study, Journal of Cognitive Neuroscience, 11, 5, 1999, pp.491-501.
10. C.H. Kasess, C. Windischberger, R. Cunnington, R. Lanzenberger, L. Pezawas, E. Moser, The suppressive influence of SMA on M1 in motor imagery revealed by fMRI and dynamic causal modeling, NeuroImage, 40, 2008, pp.828-837.