Fig. 3From: Exploiting the heightened phase synchrony in patients with neuromuscular disease for the establishment of efficient motor imagery BCIsSVM-ensemble formation: a A set of consecutive but not “colliding” SVMs are combined in order to form an ensemble that will process, in parallel, the streaming coupling measurements and derive for each latency a vector of classification grades. b The latency-resolved multitude of instantaneous SVM-predictions is shown for three exemplar single trials (first three columns in every row) along with the corresponding pattern resulted from averaging the individual ST profiles across all trials (right most column). Each SVM outputs a classification score ranging within [− 1 1], with the sign indicating the movement side and the magnitude reflecting its confidenceBack to article page