Estimating finger joint angles on surface EMG using Manifold Learning and Long Short-Term Memory with Attention mechanism
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Signal Processing
Reference56 articles.
1. The effectiveness of extracorporeal shock wave therapy for improving upper limb spasticity and functionality in stroke patients: a systematic review and meta-analysis;Cabanas-Valdés;Clin. Rehabil.,2020
2. Systematic muscle building exercises in the rehabilitation of stroke patients;Badics;NeuroRehabilitation,2002
3. Z. Gao, R. Tang, Q. Huang, J. He, A multi-dof prosthetic hand finger joint controller for wearable semg sensors by nonlinear autoregressive exogenous model, Sensors, 21 (8), 2021, 10.3390/s21082576.
4. Neurogenesis after stroke: a therapeutic perspective;Rahman;Transl. Stroke Res.,2021
5. Evaluation of extreme learning machine for classification of individual and combined finger movements using electromyography on amputees and non-amputees;Anam;Neural Networks,2017
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