Sparse factorization proprecessing-based offline analysis for a cursor control experiment

2004 IEEE International Workshop on Biomedical Circuits and Systems

Volumn , Issue , 2004, Pages

  Li, Yuanqing ^a,c   Cichocki, Andrzej ^a   Guan, Cuntai ^b   Qin, Jianzhao ^c  

^a RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

^b INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^c SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; ELECTROENCEPHALOGRAPHY; INTERFACES (COMPUTER); PROGRAM PROCESSORS; VECTORS;

BRAIN-COMPUTER INTERFACES (BCI); FREQUENCY BANDS; OFF LINE ANALYSIS;

CONTROL SYSTEMS;

EID: 28244466737     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. M. S. Lewicki, & T. J. Sejnowski, "Learning overcomplete representations," Neural Computation Vol. 12(2), pp. 337-365, 2000.
2. A. Cichocki and S. Amari, Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications. West Sussex, UK: John Wiley & Sons, 2003 (revised and corrected edition).
3. S. Vorobyov and A. Cichocki, "Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis," Biological Cybernetics, vol. 86, no. 4, pp. 293-303, Apr. 2002.
4. S. A. Crucez-Alvarez, A. Cichocki, and S. Amari, "From blind signal extraction to blind instantaneous signal separation: criteria, algorithms and stability," IEEE Transactions on Neural Networks, Special Issue on Information Theoretical Learning, vol. 15, no. 4, pp. 859-873, 2004.
5. M. Zibulevsky, & B. A. Pearlmutter, "Blind Source Separation by Sparse Decomposition," Neural Computations, vol. 13(4), pp.863-882, 2001.
6. Y. Q. Li, A. Cichocki and S. Amari, "Sparse representation and blind source separation," Neural Computation, vol. 16, no. 6, 2004.
7. K. R. Muller, S. Mika, G. Ratsch, K. Tsuda, and B. Scholkopf, "An Introduction to Kernel bsed learning algorithm," IEEE Trans. on Neural Networks, vol. 12, no. 2, pp. 181-201, 2001.
8. J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, T. M. Vaughan, "Brain-computer interfaces for communication and control," Clinical Neurophysiology, vol. 113, pp. 767-791, 2002.
9. D. J. McFarland, A. T. Lefkowicz, and J. R. Wolpaw, Design and "operation of an EEC-based brain-computer interface with digital signal processing technology," Behav. Res. Methods Instrum. Comput., 1997a, 29: 337-345.
10. Cheng M., Jia W. Y., Gao X. R., Gao S. K. and Yang F. S., "Mu-rhythm-based cursor control: an offline analysis," Clinical Neurophysiology, vol. 115, pp. 745-751, 2004.