Online cross session electromyographic hand gesture recognition using deep learning and transfer learning

Author:

Zhang ZhenORCID,Liu Shilong,Wang Yanyu,Song Wei,Zhang Yuhui

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference39 articles.

1. A deep transfer learning approach to reducing the effect of electrode shift in EMG pattern recognition-based control;Ameri;IEEE Trans. Neural Syst. Rehabil. Eng.,2019

2. An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling;Bai,2018

3. Deep cross-user models reduce the training burden in myoelectric control;Campbell;Front. Neurosci.,2021

4. An extended spatial transformer convolutional neural network for gesture recognition and self-calibration based on sparse sEMG electrodes;Chen;IEEE Transactions on Biomedical Circuits and Systems,2022

5. Real-time hand gesture recognition by decoding motor unit discharges across multiple motor tasks from surface electromyography;Chen;IEEE (Inst. Electr. Electron. Eng.) Trans. Biomed. Eng.,2023

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