A Joint Multimodal Group Analysis Framework for Modeling Corticomuscular Activity

• Published in: IEEE transactions on multimedia Vol. 15; no. 5; pp. 1049 - 1059
• Main Authors: Xun Chen, Xiang Chen, Ward, Rabab Kreidieh, Wang, Z. Jane
• Format: Journal Article
• Language: English
• Published: IEEE 01.08.2013
• Subjects: Brain models; Corticomuscular activity analysis; Couplings; data fusion; Data models; EEG; Electroencephalography; Electromyography; EMG; group analysis; Joints; multimodal; Parkinson's disease

Corticomuscular coupling analysis based on multiple data sets such as electroencephalography (EEG) and electromyography (EMG) signals provides a useful tool for understanding human motor control systems. Two probably most popular methods are the pair-wise magnitude-squared coherence (MSC) between EE...