Muscle synergy analysis is increasingly used in domains such as neurosciences, robotics,
rehabilitation or sport sciences to analyze and better understand motor coordination. The …

Myoelectric control is filled with potential to significantly change human–robot interaction
due to the ability to non-invasively measure human motion intent. However, current control …

Muscle synergies are neural coordinative structures that function to alleviate the
computational burden associated with the control of movement and posture. In this …

Little is known about the integration of neural mechanisms for balance and locomotion.
Muscle synergies have been studied independently in standing balance and walking, but …

Previous studies in neurologically intact subjects have shown that motor coordination can be
described by task-dependent combinations of a few muscle synergies, defined here as a …

We propose an approach for online simultaneous and proportional myoelectric control of
two degrees-of-freedom (DoF) of the wrist, using surface electromyographic signals. The …

The purpose of our study was to identify the low-dimensional latent components, defined
hereafter as motor unit modes, underlying the discharge rates of the motor units in two knee …

Locomotion can be investigated by factorization of electromyographic (EMG) signals, eg,
with non-negative matrix factorization (NMF). This approach is a convenient concise …

Previous research proposed the extraction of myoelectric control signals by linear
factorization of multi-channel electromyogram (EMG) recordings from forearm muscles. This …

Our aim was to determine whether muscle synergies are similar across trained cyclists (and
thus whether the same locomotor strategies for pedaling are used), despite interindividual …