DocumentCode :
2372932
Title :
Error-related potential recorded by EEG in the context of a p300 mind speller brain-computer interface
Author :
Combaz, Adrien ; Chumerin, Nikolay ; Manyakov, Nikolay V. ; Robben, Arne ; Suykens, Johan A K ; Van Hulle, Marc M.
Author_Institution :
Lab. voor Neuro- en Psychofysiologie, K.U.Leuven, Leuven, Belgium
fYear :
2010
fDate :
Aug. 29 2010-Sept. 1 2010
Firstpage :
65
Lastpage :
70
Abstract :
The Mind Speller® is a Brain-Computer Interface (BCI) which enables subjects to spell text on a computer screen by detecting P300 Event-Related Potentials in their electroencephalograms (EEG). This BCI application is of particular interest for disabled patients who have lost all means of verbal and motor communication. Error-related Potentials (ErrP) in the EEG are generated by the subject´s perception of an error. We report on the possibility of using this ErrP for improving the performance of our Mind Speller®. We tested 6 subjects and recorded several typing sessions for each of them. Responses to correct and incorrect performances of the BCI are recorded and compared. The shape of the received ErrP is compared to other studies. The detection of this ErrP and its integration in the Mind Speller® are discussed.
Keywords :
brain-computer interfaces; electroencephalography; handicapped aids; computer screen; disabled patient; electroencephalogram; error related potential recorded; event related potential; mind speller brain computer interface; motor communication; verbal communication; Context; Electric potential; Electrodes; Electroencephalography; Shape; Signal to noise ratio; Training;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning for Signal Processing (MLSP), 2010 IEEE International Workshop on
Conference_Location :
Kittila
ISSN :
1551-2541
Print_ISBN :
978-1-4244-7875-0
Electronic_ISBN :
1551-2541
Type :
conf
DOI :
10.1109/MLSP.2010.5589217
Filename :
5589217
Link To Document :
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