[HTML][HTML] The accurate assessment of muscle excitation requires the detection of multiple surface electromyograms
• We propose that the probability of making either error can be minimized by using grids of
electrode to detect surface EMGs from multiple locations over a target muscle.• With grids of …
electrode to detect surface EMGs from multiple locations over a target muscle.• With grids of …
[HTML][HTML] Converging robotic technologies in targeted neural rehabilitation: a review of emerging solutions and challenges
Recent advances in the field of neural rehabilitation, facilitated through technological
innovation and improved neurophysiological knowledge of impaired motor control, have …
innovation and improved neurophysiological knowledge of impaired motor control, have …
A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition
Wearable devices that monitor muscle activity based on surface electromyography could be
of use in the development of hand gesture recognition applications. Such devices typically …
of use in the development of hand gesture recognition applications. Such devices typically …
[HTML][HTML] Surface EMG in clinical assessment and neurorehabilitation: barriers limiting its use
This article addresses the potential clinical value of techniques based on surface
electromyography (sEMG) in rehabilitation medicine with specific focus on …
electromyography (sEMG) in rehabilitation medicine with specific focus on …
[HTML][HTML] Stretchable array electromyography sensor with graph neural network for static and dynamic gestures recognition system
With advances in artificial intelligence (AI)-based algorithms, gesture recognition accuracy
from sEMG signals has continued to increase. Spatiotemporal multichannel-sEMG signals …
from sEMG signals has continued to increase. Spatiotemporal multichannel-sEMG signals …
Tutorial. Surface EMG detection, conditioning and pre-processing: Best practices
R Merletti, GL Cerone - Journal of Electromyography and Kinesiology, 2020 - Elsevier
This tutorial is aimed primarily to non-engineers, using or planning to use surface
electromyography (sEMG) as an assessment tool for muscle evaluation in the prevention …
electromyography (sEMG) as an assessment tool for muscle evaluation in the prevention …
Design of a flexible wearable smart sEMG recorder integrated gradient boosting decision tree based hand gesture recognition
W Song, Q Han, Z Lin, N Yan, D Luo… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This paper proposed a wearable smart sEMG recorder integrated gradient boosting decision
tree (GBDT) based hand gesture recognition. A hydrogel-silica gel based flexible surface …
tree (GBDT) based hand gesture recognition. A hydrogel-silica gel based flexible surface …
[HTML][HTML] Surface electromyography applied to gait analysis: How to improve its impact in clinics?
Surface electromyography (sEMG) is the main non-invasive tool used to record the electrical
activity of muscles during dynamic tasks. In clinical gait analysis, a number of techniques …
activity of muscles during dynamic tasks. In clinical gait analysis, a number of techniques …
Enhancing IoT security via cancelable HD-sEMG-based biometric authentication password, encoded by gesture
Enhancing information security via reliable user authentication in wireless body area
network (WBAN)-based Internet-of-Things (IoT) applications has attracted increasing …
network (WBAN)-based Internet-of-Things (IoT) applications has attracted increasing …
[HTML][HTML] Physical and electrophysiological motor unit characteristics are revealed with simultaneous high-density electromyography and ultrafast ultrasound imaging
Electromyography and ultrasonography provide complementary information about
electrophysiological and physical (ie anatomical and mechanical) muscle properties. In this …
electrophysiological and physical (ie anatomical and mechanical) muscle properties. In this …