Modular organization of human movement has been studied for several decades using
muscle synergy analysis. Whether the reduction in control dimensionality calculated by …

Social demand for robots to be our partners in daily life has been rapidly increasing.
Cognitive robotics should play a major role in making robots our partners. To discuss the …

Event-related desynchronization and synchronization (ERD/S) and movement-related
cortical potential (MRCP) play an important role in brain-computer interfaces (BCI) for lower …

Background and objective For patients with movement disorders, the main clinical focus is
on exercise rehabilitation to help recover lost motor function, which is achieved by relevant …

Neural information decomposed from electromyography (EMG) signals provides a new path
of EMG-based human-machine interface. Instead of the motor unit decomposition-based …

Background. Quantitative assessment of motor function is extremely important for poststroke
patients as it can be used to develop personalized treatment strategies. This study aimed to …

Objective. Stroke affects the expression of muscle synergies underlying motor control, most
notably in patients with poorer motor function. The majority of studies on muscle synergies …

Objective: While neuroplasticity and functional reorganization during motor recovery can be
indirectly reflected and evaluated by functional corticomuscular coupling (fCMC), little work …

In this paper, we present a novel muscle synergy extraction method based on multivariate
curve resolution–alternating least squares (MCR-ALS) to overcome the limitation of the …

Abnormal muscle synergies during sit-to-stand (STS) transitions have been observed post-
stroke, which are associated with deteriorated lower-limb function and mobility. Although …