DocumentCode
347077
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
Volume
1
fYear
1999
fDate
1999
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;
fLanguage
English
Publisher
ieee
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
ISSN
1094-687X
Print_ISBN
0-7803-5674-8
Type
conf
DOI
10.1109/IEMBS.1999.802527
Filename
802527
Link To Document