Classification of movement cognitive potentials from EEG

Classification of movement cognitive potentials from EEG

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.

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Bibliographische Detailangaben
Hauptverfasser: Santos, T.O., Caetano, R., Moniz, J., Rosa, A.C.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Brain
Brain computer interfaces
Electric potential
Electroencephalography
Fluctuations
Humans
Low voltage
Performance analysis
Scalp
Signal analysis
Signal to noise ratio
Testing
User interfaces
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Beschreibung
Zusammenfassung: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.
ISSN:1094-687X
0589-1019
1558-4615
DOI:10.1109/IEMBS.1999.802527