DocumentCode :
1943419
Title :
Identifying cortical sources of corticomuscle coherence during bimanual muscle contraction by temporal decorrelation
Author :
Vigário, Ricardo ; Jensen, Ole
Author_Institution :
Neural Networks Res. Centre, Helsinki Univ. of Technol., Finland
Volume :
2
fYear :
2003
fDate :
1-4 July 2003
Firstpage :
109
Abstract :
Strong coherence around 20 Hz is known to exist between the magnetoencephalogram (MEG) recording the primary motor cortex and the contralateral electromyogram (EMG) during isometric muscle contraction. Here we apply a temporal decorrelation technique to identify the underlying brain areas producing signals coherent with the EMG. The algorithm chosen, the temporal decorrelation source separation (TDSEP). exploits efficiently the temporal structure present in the data.
Keywords :
blind source separation; decorrelation; electromyography; magnetoencephalography; medical signal processing; 20 Hz; bimanual muscle contraction; contralateral electromyogram; cortical sources; corticomuscle coherence; magnetoencephalogram recording; temporal decorrelation source separation; Biological neural networks; Brain; Decorrelation; Electromyography; Independent component analysis; Magnetic analysis; Magnetic separation; Muscles; Signal processing; Source separation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
Type :
conf
DOI :
10.1109/ISSPA.2003.1224827
Filename :
1224827
Link To Document :
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