Multilayer Perceptrons for the classification of Brain Computer Interface data

Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC

Volumn , Issue , 2005, Pages 118-119

  Balakrishnan, Divya ^a   Puthusserypady, Sadasivan ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BIOMEDICAL ENGINEERING; BRAIN; CLASSIFICATION (OF INFORMATION); COMPUTATIONAL METHODS; FEATURE EXTRACTION; HUMAN COMPUTER INTERACTION; NEUROLOGY;

BRAIN COMPUTER INTERFACING (BCI); CLASSIFICATION TASKS; COMPUTATIONAL EFFICIENCY; FINGER MOVEMENTS;

MULTILAYER NEURAL NETWORKS;

EID: 28444493596     PISSN: 1071121X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. S.G. Mason and G. Birch, "A General Framework for Brain-Computer Interface design," IEEE Transactions on Neural systems and Rehabilitation Engineering, Vol. 11, No. 1, March 2003.
2. J.R. Wolpaw et al., "Brain Computer Interface Technology: A review of the first International Meeting," IEEE Transactions on Rehabilitation Engineering, Vol. 8, No. 2, June 2000.
3. B. Blankertz, G. Curio and K. R. Müller et al, "The BCI Competition 2003: Progress and Perspectives in Detection and Discrimination of EEG single trials," IEEE Transactions on Biomedical Engineering, Vol. 51, No.6, 2004.
4. T. Hinterberger, N. Weiskopf, R. Veit, B, Wilhelm, E. Betta and N. Birbaumer, "An EEG-Driven Brain Computer Interface Combined With Functional Magnetic Resonance Imaging," IEEE Transactions on Biomedical Engineering, Vol.51, No.6, June 2004.
5. B. Blankertz, G. Curio and K. R. Müller, "Classifying EEG Trials: Towards Brain Computer Interfacing," Advances in Neural Inf. Proc. Systems (NIPS 01).
6. nd Edition, 1999.