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Tutorial: Analysis of motor unit discharge characteristics from high-density surface EMG signals
Recent work demonstrated that it is possible to identify motor unit discharge times from high-
density surface EMG (HDEMG) decomposition. Since then, the number of studies that use …
density surface EMG (HDEMG) decomposition. Since then, the number of studies that use …
Skeletal muscle performance and ageing
The world population is ageing rapidly. As society ages, the incidence of physical limitations
is dramatically increasing, which reduces the quality of life and increases healthcare …
is dramatically increasing, which reduces the quality of life and increases healthcare …
Analysis and biophysics of surface EMG for physiotherapists and kinesiologists: Toward a common language with rehabilitation engineers
Recent decades have seen a move toward evidence-based medicine to inform the clinical
decision-making process with reproducible findings from high-quality research studies …
decision-making process with reproducible findings from high-quality research studies …
[PDF][PDF] Bio-robotics research for non-invasive myoelectric neural interfaces for upper-limb prosthetic control: a 10-year perspective review
ABSTRACT A decade ago, a group of researchers from academia and industry identified a
dichotomy between the industrial and academic state-of-the-art in upper-limb prosthesis …
dichotomy between the industrial and academic state-of-the-art in upper-limb prosthesis …
Accurate identification of motor unit discharge patterns from high-density surface EMG and validation with a novel signal-based performance metric
Objective. A signal-based metric for assessment of accuracy of motor unit (MU) identification
from high-density surface electromyograms (EMG) is introduced. This metric, so-called pulse …
from high-density surface electromyograms (EMG) is introduced. This metric, so-called pulse …
The extraction of neural strategies from the surface EMG: an update
A surface EMG signal represents the linear transformation of motor neuron discharge times
by the compound action potentials of the innervated muscle fibers and is often used as a …
by the compound action potentials of the innervated muscle fibers and is often used as a …
Principles of motor unit physiology evolve with advances in technology
Movements are generated by the coordinated activation of motor units. Recent technological
advances have made it possible to identify the concurrent activity of several tens of motor …
advances have made it possible to identify the concurrent activity of several tens of motor …
A novel framework based on FastICA for high density surface EMG decomposition
M Chen, P Zhou - IEEE Transactions on Neural Systems and …, 2015 - ieeexplore.ieee.org
This study presents a progressive FastICA peel-off (PFP) framework for high-density surface
electromyogram (EMG) decomposition. The novel framework is based on a shift-invariant …
electromyogram (EMG) decomposition. The novel framework is based on a shift-invariant …
Characterization of human motor units from surface EMG decomposition
Motor units are the smallest functional units of our movements. The study of their activation
provides a window into the mechanisms of neural control of movement in humans. The …
provides a window into the mechanisms of neural control of movement in humans. The …
A motor unit-based model of muscle fatigue
Muscle fatigue is a temporary decline in the force and power capacity of skeletal muscle
resulting from muscle activity. Because control of muscle is realized at the level of the motor …
resulting from muscle activity. Because control of muscle is realized at the level of the motor …