EEG Gamma Band Oscillations Differentiate the Planning of Spatially Directed Movements of the Arm Versus Eye: Multivariate Empirical Mode Decomposition Analysis

• Published in: IEEE transactions on neural systems and rehabilitation engineering Vol. 22; no. 5; pp. 1083 - 1096
• Main Authors: Park, Cheolsoo, Plank, Markus, Snider, Joseph, Kim, Sanggyun, Huang, He Crane, Gepshtein, Sergei, Coleman, Todd P., Poizner, Howard
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.09.2014; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Arm - physiology; Decomposition; Electroencephalographic (EEG); Electroencephalography; Electroencephalography - statistics & numerical data; Electronic mail; empirical mode decomposition; Eye movements; Eye Movements - physiology; Female; Gamma Rhythm - physiology; Humans; Male; motor control; NA-MEMD; Noise; Oscillators; Planning; Psychomotor Performance; reaching control; Rhythm; Saccades - physiology; Support Vector Machine; User-Computer Interface; Wavelet transforms; Young Adult

The neural dynamics underlying the coordination of spatially-directed limb and eye movements in humans is not well understood. Part of the difficulty has been a lack of signal processing tools suitable for the analysis of nonstationary electroencephalographic (EEG) signals. Here, we use multivariate...