Effect of ocular artifact removal in brain computer interface accuracy

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 26 VI, Issue , 2004, Pages 4385-4388

  Thulasidas, M ^a   Guan, C ^a   Ranganatha, S ^a   Wu, J K ^a   Zhu, X ^a   Xu, W ^a  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

Artifact removal; BCI; Brain Computer Interface; EEG; EOG; Ocular artifacts

Indexed keywords

ARTIFACT REMOVAL; BRAIN COMPUTER INTERFACE; EOG; OCULAR ARTIFACTS;

ALGORITHMS; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; EYE MOVEMENTS; HUMAN COMPUTER INTERACTION; MUSCLE; WORD PROCESSING;

BRAIN;

EID: 11144285404     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M. Vaughan, "Brain-computer interfaces for communication and control," Clin. Neurophysiol., vol. 113, pp. 767-791, 2002.
2. "Brain Computer interface Technology: A Review of the First International Meeting" IEEE Trans Rehab Eng, vol. 8, no,. 2, June 2000.
3. E. Donchin, K. M. Spencer, and R. Wijesinghe, "The mental prosthesis: Assessing the speed of a P300-based brain-computer interface," IEEE Trans. Rehab. Eng., vol. 8, no. 2, pp. 174-179, June 2000.
4. L. Farwell and E. Donchin, "Talking off the top of your head: toward a mental prosthesis utilizing vent-related brain potentials," Electroencephalogr.Clin. Neurophysiol., vol. 70, pp. 510-523, 1988.
5. V N. Vapnik, Statistical Learning Theory, John Wiley and Sons, New York. 1998.
6. S M. Haas, et al. "EEG ocular artifact removal through ARMAX model system identification using extended least squares" Communications In Information And Systems Vol. 3, No. 1, pp. 19- 40, June 2003
7. C A. Joyce, et al. "Automatic removal of eye movement and blink artifacts from EEG data using blind component separation" Psychophysiology, 41 (2004)
8. P Meinicke, M Kaper, F Hoppe, M Heumann and H Rotter, "Improving Transfer Rates in Brain Computer Interfacing: A Case Study", Proc NIPS 2002, Canada.