High accuracy classification of EEG signal

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 2004, Pages 391-394

  Xu, Wenjie ^a,b   Guan, Cuntai ^a   Siong, Chng Eng ^c   Ranganatha, S ^a   Thulasidas, M ^a   Wu, Jiankang ^a  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^c NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN COMPUTER INTERFACE (BCI); FREQUENCY BANDS; MENTAL IMAGINATION; SIGNAL CLASSIFICATION;

BRAIN; DEMODULATION; FEATURE EXTRACTION; INTERFACES (COMPUTER); ROBUSTNESS (CONTROL SYSTEMS); SIGNAL PROCESSING;

ELECTROENCEPHALOGRAPHY;

EID: 10044223173     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2004.1334229     Document Type: Conference Paper

References (7)

1. B. Blankertz, G. Curio, and K.-R. Müller. Classifying single trial EEG: Towards brain computer interfacing. In T. G. Dietterich, S. Becker, and Z. Ghahramani, editors, Advances in Neural Information Processing Systems 14, 2002.
2. S. Chen, C. Cowan, and P. Grant. Orthogonal least squares learning algorithm for radial basis function networks. IEEE Trans. Neural Networks, 2:302-309, 1991.
3. E. Chng, H. Yang, and S. Bos. Adaptive orthogonal least squares learning algorithm for the radial basis function network. In U. et al., editor, IEEE Workshop on Neural network for Signal Processing VI, pages 3-12, Kyoto 96, 1996.
4. J. Müller-Gerking, G. Pfurtcheller, and H. Flyvbjerg. Designing optimal spatial filters for single-trial EEG classification in a movement task. Clinical Neurophysiology, 110:787-798, 1999.
5. G. Pfurtscheller and C. Neuper. Motor imagery and direct brain-computer communication. Proceedings of the IEEE, 89:1123-1134, July 2001.
6. G. Pfurtscheller, C. Neuper, D. Flotzinger, and M. Pregenzer. EEG-based discrimination between imagination of right and left hand movement. Electroencephalography and clinical Neurophysiology, 103:642-651, 1997.
7. J. R. Wolpaw, N. Birbaumer, D. J. McFarl, G. Pfurtscheller, and T. M. Vaughan. Brain-computer interfaces for communication and control. Clinical Neurophysiology, 113:767-791, June 2002.