A hybrid genetic algorithm approach for improving the performance of the LF-ASD brain computer interface

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn V, Issue , 2005, Pages

  Fatourechi, Mehrdad ^a,b   Bashashati, Ali ^a,b   Ward, Rabab K ^a,c   Birch, Gary E ^a,b  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^b Neil Squire Society   (Canada)

^c UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; CONTROL SYSTEMS; ERROR ANALYSIS; INTERFACES (COMPUTER); SIGNAL PROCESSING;

BRAIN COMPUTER INTERFACE (BCI); BRAIN SIGNALS; ERROR RATES;

GENETIC ALGORITHMS;

EID: 33646776064     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1416311     Document Type: Conference Paper

References (8)

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2. S. G. Mason, and G. E. Birch, "A brain-controlled switch for asynchronous control applications", IEEE Trans. Biomedical eng., Vol. 47, No.10, pp.1297-1307, Oct. 2000.
3. M. Fatourechi, A. Bashashati, J. F. Borissoff, G. E. Birch and R.K. Ward, "Improving the performance of the LF-ASD brain computer interface by means of genetic algorithm", in the Proc. Of the IEEE Symposium on Signal Processing and Information Technology (ISSPIT 2004), Rome, Italy, 2004.
4. D. E. Goldberg, "Genetic Algorithm in Search, Optimization and Machine Learning". Addison Wesley, 1989.
5. T. Back, D. B. Fogel and T. Michalewicz, Evolutionary Computation, Institute of Physics Publishing, Bristol and Philadelphia, 2000.
6. A. Sinha, and D. E. Goldberg, "A Survey of Hybrid Genetic and Evolutionary Algorithms", Technical Report, available online: http://gal4.ge.uiuc.edu/techreps.php3, 2003.
7. Z. Yu, S. G. Mason, and G. E. Birch, "Enhancing the Performance of the LF-ASD Brain-Computer Interface", In Proc. 2nd IEEE Joint EMBS-BMES Conf., Vol.3, pp. 2443 - 2444, 2002.
8. G.Pfurtscheller, C. Neuper, and D. Flotzinger, "EEG-based discrimination between imagination of right and left hand movement", Electroenceph. and Clinical Neurophysiology, 103, pp.642-651, 1997.