Unsupervised brain computer interface based on inter-subject information

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Volumn , Issue , 2008, Pages 638-641

  Lu, Shijian ^a   Guan, Cuntai ^a   Zhang, Haihong ^a  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ENGINEERING; INDUSTRIAL ENGINEERING;

CLASSIFICATION MODELS; HEALTHY SUBJECTS; ITS APPLICATIONS; MODELING TECHNIQUE; SUBJECT-SPECIFIC; TRAINING PROCEDURES;

BRAIN COMPUTER INTERFACE;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BRAIN; COMPUTER INTERFACE; ELECTROENCEPHALOGRAPHY; EVOKED RESPONSE; HUMAN; METHODOLOGY; PHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BRAIN; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; HUMANS; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; USER-COMPUTER INTERFACE;

EID: 61849181911     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2008.4649233     Document Type: Conference Paper

References (10)

1. J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M. Vaughan, "Brain-computer interfaces for communication and control," Clinical Neurophysiology, vol. 113, pp. 767-791, 2002.
2. T. M. Vaughan, "Guest editorial brain-computer interface technology: a review of the second international meeting," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 11, no. 2, pp. 94-109, 2003.
3. L. A. Farwell and E. Donchin, "Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potential," Electroencephalography and Clinical Neurophysiology, vol. 70, pp. 510-523, 1988.
4. H. Serby, E. Yom-Tov, and G. F. Inbar, "An improved P300-based brain-computer interface," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 13, no. 1, pp. 89-98, 2005.
5. T. Manoj, C. Guan, and W. Jiankang. "Robust classification of EEG signal for brain-computer interface," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 14, no. 1, pp. 24-29, 2006.
6. C. Guan, X. Zhu, S. Ranganatha, M. Thulasidas, and J. Wu, "Robust classification of event-related potential for brain-computer interface," Int. Conf. Adv. Medical Signal Info. Processing, pp. 321-326, 2004.
7. D. J. Krusienski, E. W. Sellers, F. Cabestaing, S. Bayoudh, D. J. Mc-Farland, T. M. Vaughan, J. R. Wolpaw, "A comparison of classification techniques for the P300 Speller," Journal of neural engineering, vol. 3, no. 34, pp. 299-305, 2006.
8. J. Polich, On the relationship between EEG and P300: individual differences, aging, and ultradian rhythms, International Journal of Psychophysiology, vol. 26, no. 1, pp. 299-317, 1997.
9. R. Emmerson, R. Dustman, D. Shearer, and C. Turner, P300 latency and symbol digit performance correlations in aging. Experimental Aging Research, vol. 15, pp. 151-159, 1990.
10. Richard O. Duda, Peter E. Hart and David G. Stork, Pattern Classification, Second Edition Wiley, 2000.