Title :
Classification of movement cognitive potentials from EEG
Author :
Santos, T.O. ; Caetano, R. ; Moniz, J. ; Rosa, A.C.
Author_Institution :
LaSEEB, Inst. Superior Tecnico, Lisbon, Portugal
Abstract :
The objective of cognitive potentials classification is the automatic recognition of movements orders from the scalp EEG. This work analyses the performance of recognition and clustering techniques using a single channel EEG signal. Classification and decision rates are presented
Keywords :
biomechanics; electrocardiography; medical signal processing; signal classification; automatic movement recognition; brain-computer interface; classification rate; clustering techniques; cognitive potentials classification; decision rate; electrodiagnostics; human scalp; scalp EEG; single channel EEG signal; Brain computer interfaces; Electric potential; Electroencephalography; Fluctuations; Humans; Low voltage; Performance analysis; Scalp; Signal analysis; Testing;
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.802527
