A kernel-based signal localization method for NIRS brain-computer interfaces

Proceedings - International Conference on Pattern Recognition

Volumn 1, Issue , 2006, Pages 1158-1161

  Haihong, Zhang ^a   Cuntai, Guan ^a  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; COMPUTER SIMULATION; HEMODYNAMICS; HUMAN COMPUTER INTERACTION; NEAR INFRARED SPECTROSCOPY; SUPPORT VECTOR MACHINES;

BRAIN COMPUTER INTERFACES; HAND MOVEMENTS; HEMODYNAMIC SIGNALS; SIGNAL LOCALIZATION;

USER INTERFACES;

EID: 34047204744     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.90     Document Type: Conference Paper

References (8)

1. J.R. Wolpaw, N. Birbaumer, D.J. MacFarland, G. Pfurtscheller, and T.M. Vaughan. Brain-computer interface for communication and control. Clinical Neurophyiology, 113:767-791, 2002.
2. J. Wolpaw and D. McFarland. Multichannel EEG-based brain-computer communication. Electroencephalogra. Clinic Neurophysiolo., 90:444-449, 1994.
3. G. Pfutscheller, C. Neuper, D. Flotzinger, and M. Pregenzer. EEG-based discrimination between imagination of right and left hand movement. Electroencephalogra. Clin. Neurophysiol., 8(4):441-446, 1997.
4. A. Villringer and H. Obrig. Near-infrared spectroscopy and imaging. In Brain Mapping: The Methods, pages 141-158. Elsevier Science (USA), 2002.
5. S. Coyle, T. Ward, C. Markham, and G. McDarby. On the suitability of near-infrared (nir) systems for next-generation brain-computer interfaces. Physiological Measurements, 25:815-822, 2004.
6. R. Sitaram, Y. Hoshi, and C. Guan. Near infrared spectroscopy based brain-computer interface. In the Proc. of the International Conference on Experimental Mechanics, 2004.
7. D. Scott. Multivariate Density Estimation. Wiley, New York, 1992.
8. Z.J. Kiles and A.C.K. Soong. EEG source localization: Implementing the spatio-temporal decomposition approach. Electroencephalogra. Clin. Neurophysiol, 107:343-352, 1998.