Light-weight single trial EEG signal processing algorithms: Computational profiling for low power design

Brain Computer Interface (BCI) systems translate brain rhythms into signals comprehensible by computers. BCI has numerous applications in the clinical domain, the computer gaming, and the military. Real-time analysis of single trial brain signals is a challenging task, due to the low SNR of the inco...

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Bibliographic Details

Published in:	2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society Vol. 2011; pp. 4426 - 4430
Main Authors:	Ahmadi, Ali, Jafari, Roozbeh, Hart, John
Format:	Conference Proceeding Journal Article
Language:	English
Published:	United States IEEE 01.01.2011
Subjects:	Accuracy Algorithms Brain - physiology Classification algorithms Electroencephalography Electroencephalography - methods Feature extraction Fourier Analysis Humans Man-Machine Systems Signal processing Signal processing algorithms Signal Processing, Computer-Assisted Support Vector Machine Support vector machines
ISBN:	9781424441211, 1424441218
ISSN:	1094-687X, 1557-170X, 2694-0604, 2694-0604
Online Access:	Get full text
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