Distance- and speed-informed kinematics decoding improves M/EEG based upper-limb movement decoder accuracy

Abstract

We present direct evidence that directional and nondirectional kinematic information is simultaneously detectable in low-frequency M/EEG signals. Moreover, combining directional and nondirectional kinematic information significantly improves the decoding accuracy upon a linear KF.