I. Introduction
A motor imagery-based brain-computer interface (BCI) relies on measuring brain signals during the mental execution of a movement. It enables a direct interaction between the hu-man brain and external devices without peripheral (muscular) activity [1]. Such an interface demonstrated great potential as an assistive technology or in rehabilitation [2].