Are muscle synergies useful for stroke rehabilitation?
Modular organization of human movement has been studied for several decades using
muscle synergy analysis. Whether the reduction in control dimensionality calculated by …
muscle synergy analysis. Whether the reduction in control dimensionality calculated by …
What is the role of the next generation of cognitive robotics?
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 …
Cognitive robotics should play a major role in making robots our partners. To discuss the …
Decoding EEG rhythms during action observation, motor imagery, and execution for standing and sitting
Event-related desynchronization and synchronization (ERD/S) and movement-related
cortical potential (MRCP) play an important role in brain-computer interfaces (BCI) for lower …
cortical potential (MRCP) play an important role in brain-computer interfaces (BCI) for lower …
Adaptive neuro-fuzzy inference system model driven by the non-negative matrix factorization-extracted muscle synergy patterns to estimate lower limb joint …
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 …
on exercise rehabilitation to help recover lost motor function, which is achieved by relevant …
Synergy-based neural interface for human gait tracking with deep learning
Neural information decomposed from electromyography (EMG) signals provides a new path
of EMG-based human-machine interface. Instead of the motor unit decomposition-based …
of EMG-based human-machine interface. Instead of the motor unit decomposition-based …
Motor function assessment of upper limb in stroke patients
B Pan, Z Huang, T **, J Wu, Z Zhang… - Journal of Healthcare …, 2021 - Wiley Online Library
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 …
patients as it can be used to develop personalized treatment strategies. This study aimed to …
Functional synergy recruitment index as a reliable biomarker of motor function and recovery in chronic stroke patients
N Irastorza-Landa, E García-Cossio… - Journal of neural …, 2021 - iopscience.iop.org
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 …
notably in patients with poorer motor function. The majority of studies on muscle synergies …
Correlation evaluation of functional corticomuscular coupling with abnormal muscle synergy after stroke
J Liu, J Wang, G Tan, Y Sheng… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Objective: While neuroplasticity and functional reorganization during motor recovery can be
indirectly reflected and evaluated by functional corticomuscular coupling (fCMC), little work …
indirectly reflected and evaluated by functional corticomuscular coupling (fCMC), little work …
A novel muscle synergy extraction method used for motor function evaluation of stroke patients: a pilot study
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 …
curve resolution–alternating least squares (MCR-ALS) to overcome the limitation of the …
Exoskeleton-assisted sit-to-stand training improves lower-limb function through modifications of muscle synergies in subacute stroke survivors
YA Li, ZJ Chen, C He, XP Wei, N **a… - … on Neural Systems …, 2023 - ieeexplore.ieee.org
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 …
stroke, which are associated with deteriorated lower-limb function and mobility. Although …