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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Hauptverfasser: Santos, T.O., Caetano, R., Moniz, J., Rosa, A.C.
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creator Santos, T.O.
Caetano, R.
Moniz, J.
Rosa, A.C.
description 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.
doi_str_mv 10.1109/IEMBS.1999.802527
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identifier ISSN: 1094-687X
ispartof Proceedings of the First Joint BMES/EMBS Conference : serving humanity advancing technology, Oct. 13-16, 99, Atlanta, GA, USA, 1999, Vol.1, p.449 vol.1-449
issn 1094-687X
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Brain
Brain computer interfaces
Electric potential
Electroencephalography
Fluctuations
Humans
Low voltage
Performance analysis
Scalp
Signal analysis
Signal to noise ratio
Testing
User interfaces
title Classification of movement cognitive potentials from EEG
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