Correlative exploration of EGG signals for direct brain-computer communication

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

Volumn 5, Issue , 2003, Pages 816-819

  Garcia, Gary N ^a   Ebrahimi, Touradj ^a   Vesin, Jean Marc ^a  

^a EPFL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

ANALOG TO DIGITAL CONVERSION; BRAIN; ELECTROENCEPHALOGRAPHY; FEEDBACK; INTERFACES (COMPUTER);

BRAIN-COMPUTER COMMUNICATION;

SIGNAL PROCESSING;

EID: 0141743380     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. A. Gevins, "The future of electroencephalography in assessing neurocognitive functioning," EEG. and Clin. Neurophysiol.,vol. 106, pp. 165-172, 1998.
2. J.R. Wolpaw, et al, "Brain-computer interfaces for communication and control," Clin. Neurophysiol., vol. 113, pp. 767-791, 2002.
3. A. Choppin, "Emotion Expression with Neural Networks," M. Sc. Thesis Dept. Inf. Proc. Tokyo Institute of Technology, Japan, 2000.
4. A.B. Barreto, et al, "Spatio-temporal EEG patterns associated with voluntary motion preparation," IEEE Int. Conf. Eng. in Med. and Biol. Soc., vol. 2, pp. 857-858, 1995.
5. E. Haselsteiner and G. Pfurtscheller, "Using Time-Dependent Neural Networks for EEG Classification," IEEE. Trans. Rehab. Eng., vol. 8, no. 4, pp. 457-463, Dec. 2000.
6. B. Obermaier, et al, "Hidden Markov models for online classification of single trial EEG data," Pattern Recog. Lett., 22, pp. 1299-1309, 2001.
7. Chang Su Ryu, et al, "A Time-Frequency Analysis of the EEG Evoked by Negative and Positive Visual Stimuli," IEEE Int. Conf. Eng. in Med. and Biol. Soc., vol. 20, no. 4, pp. 2012-2015, 1998.
8. P.J. Durka, et al, "Time-Frequency Analysis of Stimulus-Driven EEG Activity by Matching Pursuit," IEEE Int. Conf. Eng. in Med and Biol. Soc., pp. 1009-1010, 1996.
9. B. Schölkopf and A. Smola, Learning with Kernels, MIT Press, 2002.
10. G. Garcia, T. Ebrahimi, J-M. Vesin, "Classification of EEG signals in the ambiguity domain for brain computer interface applications," IEEE Int. Conf. Dig. Signal Proc., vol. 1, pp. 301-305, 2002.
11. M.G. Amin, et al, "The Spatial Ambiguity Function and Its Applications," IEEE Sig. Proc. Lett., vol. 7, no. 6, pp. 138-140, June 2000.