Brain-machine interfaces (BMIs) combine methods, approaches, and concepts derived from
neurophysiology, computer science, and engineering in an effort to establish real-time …

Abstract Motor Imagery Brain Computer Interface (MI-BCI) provides a non-muscular channel
for communication to those who are suffering from neuronal disorders. The designing of an …

Objective Chronic stroke patients with severe hand weakness respond poorly to
rehabilitation efforts. Here, we evaluated efficacy of daily brain–machine interface (BMI) …

Motor imagery (MI) and action observation (AO) have traditionally been viewed as two
separate techniques, which can both be used alongside physical practice to enhance motor …

In the last decade, many studies confirmed the benefits of mental practice with motor
imagery. In this review we first aimed to compile data issued from fundamental and clinical …

Rehabilitation, for a large part may be seen as a learning process where old skills have to
be re-acquired and new ones have to be learned on the basis of practice. Active exercising …

This randomized controlled trial evaluated the therapeutic benefit of mental practice with
motor imagery in stroke patients with persistent upper limb motor weakness. There is …

There is now compelling evidence that motor imagery (MI) and actual movement share
common neural substrate. However, the question of how MI inhibits the transmission of …

With the rapid development of deep learning, more and more deep learning-based motor
imagery electroencephalograph (EEG) decoding methods have emerged in recent years …

Mirror neurons found in the premotor and parietal cortex respond not only during action
execution, but also during observation of actions being performed by others. Thus, the motor …