Title :
EEG-based communication: a pattern recognition approach
Author :
Penny, William D. ; Roberts, Stephen J. ; Curran, Eleanor A. ; Stokes, Maria J.
Author_Institution :
Dept. of Eng. Sci., Oxford Univ., UK
fDate :
6/1/2000 12:00:00 AM
Abstract :
Presents an overview of the authors´ research into brain-computer interfacing (BCI). This comprises an offline study of the effect of motor imagery on EEG and an online study that uses pattern classifiers incorporating parameter uncertainty and temporal information to discriminate between different cognitive tasks in real-time
Keywords :
electroencephalography; handicapped aids; medical signal processing; pattern recognition; EEG-based communication; brain-computer interfacing; cognitive tasks; motor imagery effect; offline study; online study; parameter uncertainty; pattern classifiers; pattern recognition approach; temporal information; Biological control systems; Biological neural networks; Biomedical engineering; Computer interfaces; Electrodes; Electroencephalography; Pattern recognition; Sensor arrays; Uncertain systems; Uncertainty;
Journal_Title :
Rehabilitation Engineering, IEEE Transactions on
