Application Research on Optimization Algorithm of sEMG Gesture Recognition Based on Light CNN+LSTM Model

The deep learning gesture recognition based on surface electromyography plays an increasingly important role in human-computer interaction. In order to ensure the high accuracy of deep learning in multistate muscle action recognition and ensure that the training model can be applied in the embedded...

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Bibliographic Details
Main Authors: Dianchun Bai, Tie Liu, Xinghua Han, Hongyu Yi
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2021-01-01
Series:Cyborg and Bionic Systems
Online Access:http://dx.doi.org/10.34133/2021/9794610