A Multi-label Classification Method for Detection of Combined Motor Imageries

• Published in: 2015 IEEE International Conference on Systems, Man, and Cybernetics pp. 3128 - 3133
• Main Authors: Lindig-Leon, Cecilia, Bougrain, Laurent
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2015
• Subjects: Brain; Brain-computer interfaces; CSP; EEG; Electrodes; Electroencephalography; Feature extraction; Frequency estimation; Modulation; motor imagery; Oscillators; sensorimotor rhythms

Imaginary motor tasks cause brain oscillations that can be detected through the analysis of electroencephalographic (EEG) recordings. The imagination of hands movement allows inducing up to three different brain states by considering the activity that each hand produces separately and the one caused...