Brain computer interface design using band powers extracted during mental tasks

2nd International IEEE EMBS Conference on Neural Engineering

Volumn 2005, Issue , 2005, Pages 321-324

  Palaniappan, Ramaswamy ^a  

^a UNIVERSITY OF ESSEX   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; ELECTROENCEPHALOGRAPHY; HUMAN COMPUTER INTERACTION; MAN MACHINE SYSTEMS; MEDICAL APPLICATIONS; NEURAL NETWORKS;

BCI DESIGNS; ELLIPTIC FIR FILTERS; MENTAL TASKS; SPECTRAL POWER;

INTERFACES (COMPUTER);

EID: 33744499172     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CNE.2005.1419622     Document Type: Conference Paper

References (11)

1. Anderson, C.W., Stolz, E.A., and Shamsunder, S., "Multivariate autoregressive models for classification of spontaneous electroencephalogram during mental tasks," IEEE Transactions on Biomrdical Engineering, pp. 277-286, vol. 45, no. 3, 1998.
2. Donchin, E., Spencer, K.M., and Wijesinghe, R., "The mental prosthesis: assessing the speed of a P300-based brain-computer interface," IEEE Transactions on Rehabilitation Engineering, pp. 174-179, vol. 8 no. 2, June 2000.
3. Jasper, H., "The ten twenty electrode system of the international federation," Electroencephalographic and Clinical Neurophysiology, vol. 10, pp. 371-375, 1958.
4. Keim, Z.A., and Aunon, J.I., "A new mode of communication between man and his surroundings," IEEE Transactions on Biomedical Engineering, pp. 1209-1214, vol. 37, no. 12, December 1990.
5. Leuthardt, E.C., et al, "A brain computer interface using electrocorticographic signals in humans," Journal of Neural Engineering, pp. 63-71, vol. 1, 2004.
6. Osaka, M., "Peak alpha frequency of EEG during a mental task: task difficulty and hemispheric differences," Psychophysiology, pp. 101-105, vol. 21, 1984.
7. Palaniappan, R., Raveendran, P., Nishida, S., and Saiwaki, N., "A New Brain-Computer Interface Design Using Fuzzy ARTMAP", IEEE Transactions on Neural Systems and Rehabilitation Engineering, pp. 140-148, vol. 10, issue 3, September 2002.
8. Pfurtscheller, G., Neuper, C., Guger, C., Harkam, W., Ramoses, H., Schlogl, A., Obermaier, B., Pregenzer, M., "Current trends in Graz brain-computer interface (BCI) research," IEEE Transactions on Rehabilitation Engineering, vol. 8, no. 2, pp. 216-219, June 2000.
9. Rumelhart, D.E., and McCelland, J.L., Parallel Distributed Processing: Exploration in the Micro structure of Cognition, MIT Press, Cambridge, MA, vol. 1, 1986.
10. Vaughan, T.M., Wolpaw, J.R., and Donchin, E., "EEG based communications: Prospects and Problems," IEEE Transactions on Rehabilitation Engineering, vol. 4, no. 4, pp. 425-430, December 1996.
11. Wolpaw, J.R., Birbaumer, N., Hectderks, W.J., McFarland, D.J., Pecleham, P.H., Schalk, G., Donchin, E., Quatrano, L.A., Robinson, C.J., Vaughan, T.M. "Brain-Computer Interface Technology: A Review of the First International Meeting," IEEE Transactions on Rehabilitation Engineering, vol. 8 no. 2, pp. 164-173, June 2000.