A Detection Scheme for Frontalis and Temporalis Muscle EMG Contamination of EEG Data

Electroencephalogram (EEG) recordings are highly susceptible to noise from electromyogram (EMG) signals of the frontalis and temporalis muscles. In this paper, we propose and evaluate a new method for detecting frontalis and temporalis muscle EMG contamination in EEG signals based on recent findings...

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Bibliographic Details
Published in:2006 International Conference of the IEEE Engineering in Medicine and Biology Society 2006, p.4514-4518
Main Authors: Fu, M.J., Daly, J.J., Cavusoglu, M.C.
Format: Article
Language:English
Subjects:
Contamination
Cranial
Distortion
Electrodes
Electroencephalography
Electromyography
Electrooculography
Independent component analysis
Muscles
Scalp
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Description
Summary:Electroencephalogram (EEG) recordings are highly susceptible to noise from electromyogram (EMG) signals of the frontalis and temporalis muscles. In this paper, we propose and evaluate a new method for detecting frontalis and temporalis muscle EMG contamination in EEG signals based on recent findings on topographic and spectral characteristics of cranial EMG
ISSN:1557-170X
DOI:10.1109/IEMBS.2006.259511