A brain computer interface methodology based on a visual P300 paradigm

2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2009

Volumn , Issue , 2009, Pages 4193-4198

  Pires, Gabriel ^a,b   Nunes, Urbano ^a  

^a UNIVERSITY OF COIMBRA   (Portugal)

^b INSTITUTO POLITÉCNICO DE TOMAR   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN CLASSIFIER; CLASSIFICATION RATES; COMMON SPATIAL PATTERNS; COMMUNICATION BANDWIDTH; COMMUNICATION CHANNEL; COMPUTATIONALLY EFFICIENT; CONVENTIONAL MOTORS; DATA DIMENSIONALITY REDUCTION; EVENT RELATED POTENTIALS; INPUT FEATURES; LOW SIGNAL-TO-NOISE RATIO; MOTOR DISABILITY; MOTOR IMAGERY; ODDBALL PARADIGMS; OFFLINE CLASSIFICATION; SIGNAL PROCESSING ALGORITHMS; SPATIAL FILTERS; SPATIAL RESOLUTION; SYSTEM-BASED; TEMPORAL FEATURES;

ELECTROENCEPHALOGRAPHY; INTELLIGENT ROBOTS; INTERFACES (COMPUTER); MOTORS; PHASE INTERFACES; SIGNAL PROCESSING; SIGNAL TO NOISE RATIO; TELECOMMUNICATION SYSTEMS;

BRAIN COMPUTER INTERFACE;

EID: 76249126773     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IROS.2009.5354384     Document Type: Conference Paper

References (24)

1. G. Fabiani, D. J. McFarland, J. R. Wolpaw, and P. Pfurtscheller, "Conversion of eeg activity into cursor movement by brain-computer interface (bci)," IEEE Trans. on Neural Systems and Rehabilitation Eng., vol. 12, no. 3, pp. 331-338, September 2004.
2. G. Pfurtscheller, N. Christa, A. Scholgl, and K. Lugger, "Separability of eeg signals recorded during right and left motor imagery using adaptive autoregressive parameters," IEEE Trans. on Rehabilitation Eng., vol. 6, no. 3, pp. 316-324, September 1998.
3. L. Farwell and E. Donchin, "Talking off the top of your head: toward a mental prosthesis utilizing event related brain potentials," Electr. and Clinical Neuroph., vol. 70, no. 6, pp. 510-523, 1988.
4. E. Donchin, K. Spencer, and W. R., "The mental prosthesis: Assesing the speed of a p300-based brain-computer interface," IEEE Trans. on Rehabilitation Eng., vol. 8, no. 2, pp. 174-179, June 2000.
5. H. Serby, E. Yom-Tov, and G. Inbar, "An improved p300-based brain-computer interface," IEEE Trans. on Neural Systems and Rehabilitation Eng., vol. 13, no. 1, pp. 89-98, March 2005.
6. X. Gao, D. Xu, M. Cheng, and S. Gao, "A bci-based environmental controller for the motion disabled," IEEE Trans. on Neural Systems and Rehabilitation Eng., vol. 11, no. 2, pp. 137-140, June 2003.
7. M. Naeem, C. Brunner, R. Leeb, and G. Graimann, B. Pfurtscheller, "Separability of four-class motor imagery data using independent component analysis," IOP - Journal of Neural Engineering, vol. 3, pp. 208-216, 2006.
8. G. Pires and U. Nunes, "A wheelchair steered through voice commands and assisted by a reactive fuzzy logic controller," Journal of Intelligent and Robotic Systems, vol. 34, no. 3, pp. 301-314, 2002.
9. J. Philips, J. Millan, G. Vanacker, E. Lew, F. Galan, P. Ferrez, H. Van Brussel, and M., Nuttin, "Adaptive shared control of a brain-actuated simulated wheelchair," in IEEE 10th International Conference on Rehabilitation Robotics ICORR2007, 2007, pp. 408-414.
10. G. Pires, M. Castelo-Branco, and U. Nunes, "Visual p300-based bci to steer a wheelchair: A bayesian approach," 30th Annual Int. IEEE EMBS, EMBC08, pp. 658-661, Aug. 2008.
11. G. Pires, U. Nunes, and M. Castelo-Branco, "P300 spatial filtering and coherence-based channel selection," 4th Int. IEEE EMBS Conf. on Neural Engineering, NER09, pp. 311-314, Apr 2009.
12. K. Fukunaga, Introduction to Statistical Pattern Recognition, Second Edition. Morgan Kaufmann - Academic Press, 1990.
13. D. J. McFarland, L. McCane, S. V. David, and J. R. Wolpaw, "Spatial filter selection for eeg-based communication," Electroencephalography and clinical Neurophys., vol. 103, pp. 386-394, 1997.
14. A. Soong and Z. Koles, "Principal-component localization of the sources of the background eeg," IEEE Trans. on Biomedical Eng., vol. 42, no. 1, pp. 59-67, Jan. 1995.
15. H. Ramoser, J. Muller-Gerking, and G. Pfurtscheller, "Optimal spatial filtering of single trial eeg during imagined hand movement," IEEE Trans. on Rehabilitation Eng., vol. 8, no. 4, pp. 441-446, Dec 2000.
16. J. Muller-Gerking, G. Pfurtscheller, and H. Flyvbjerg, "Designing optimal spatial filters for single-trial eeg classification in a movement task," Clinical Neurophysiology, vol. 110, no. 5, pp. 787-798, 1999.
17. Y. Li, X. Gao, H. Liu, and S. Gao, "Classification of single-trial electroencephalogram during finger movement," IEEE Trans. on Biomedical Eng., vol. 51, no. 6, pp. 1019-1025, June 2004.
18. G. Dornhege, B. Blankertz, G. Curio, and K.-R. Muller, "Boosting bit rates in noninvasive eeg single-trial classifications by feature combination and multiclass paradigms," IEEE Trans. on Biomedical Eng., vol. 51, no. 6, pp. 993-1002, June 2004.
19. Y. Wang, P. Berg, and M. Scherg, "Common spatial subspace decomposition applied to analysis of brain responses under multiple task conditions: a simulation study," Clinical Neurophysiology, vol. 110, pp. 604-614, 1999.
20. B. Blankertz, R. Tomioka, S. Lemm, M. Kawanabe, and K.-R. Muller, "Optimizing spatial filters for robust eeg single-trial analysis," IEEE Signal Processing Magazine, vol. 25, no. 1, pp. 41-56, 2008.
21. D. J. Krusienski, W. Sellers, and T. M. Vaughan, "Common spatio-temporal patterns for the p300 speller," 3rd IEEE EMBS Intern. Conf. on Neural Engineering, pp. 421-424, May 2007.
22. F. Heijden, R. Duin, D. Ridder, and D. Tax, Classification, Parameter Estimation and State Estimation. John Wiley & Sons, 2004.
23. A. Rakotomamonjy and V. Guigue, "Bci competition iii: Dataset ii-ensemble of svms for bci p300 speller," IEEE Trans. on Biomedical Eng., vol. 55, no. 3, pp. 1147-1154, March 2008.
24. J. Wolpaw, N. Birbaumer, W. Heetderks, D. McFarland, P. Peckham, G. Schalk, E. Donchin, L. Quatrano, C. Robinson, and T. Vaughan, "Brain-computer interface technology: a review of the first international meeting," IEEE Trans. on Rehabilitation Eng., vol. 8, no. 2, pp. 164-173, Jun 2000.