In this article, sEMG and IMU data-based angle prediction-based model-free control strategy (SAPMFCS) is proposed. Firstly, a hybrid model integrating convolutional neural network with bidirectional ...
And motion intention recognition is generally performed through sEMG. Deep learning neural networks perform well in dealing with high-dimensional data and nonlinear relationships such as sEMG, but ...
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Abstract: The topical and noninvasive measurement of high-density surface electromyogram (HD-sEMG) signals enables the estimation of human motor unit action potentials (MUAPs) as crucial motor ...
Methods: Stroke patients with hand dysfunction underwent three sessions of robot-assisted hand function therapy within 2 weeks to 3 months of onset. The fNIRS-sEMG synchronous technique was used to ...
This project focused on exploring machine learning architectures to efficiently predict muscle force from synchronized surface electromyography (sEMG) and ultrasound (US) images. Conducted under the ...
NewsVoir Bengaluru Karnataka [India] November 2 TVS Motor Company recorded monthly sales of 489015 units in October 2024 with a growth of 13 as against 434714 units in the month of October 2023 Two-Wh ...