The Adoptation of Phase Synchronization of EEG Recordings and Support Vector Machine for Recognition of Mental Tasks
Yuhan Zhao · Journal of Gansu Sciences · 2006
A new method of measuring phase synchronization is presented for the feature extraction of event-related EEG recordings.The support vector machine is used for classification of the mental tasks.Then these methods are adopted for single trial feature extraction and classification of imaginary left and right hand movements.Results show that the methods are effective for recognition of mental tasks.