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Second Order Bilinear Discriminant Analysis for single trial EEG analysis
Traditional analysis methods for single-trial classification of electro-encephalography (EEG) focus on two types of paradigms: phase locked methods, in which the amplitude of the signal is used as the feature for classification, i. e. event related potentials; and second order methods, in which the feature of interest is the power of the signal, i. e event related (de)synchronization.
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