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Dezhen Xiong
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Year
Deep learning for EMG-based human-machine interaction: A review
D Xiong, D Zhang, X Zhao, Y Zhao
IEEE/CAA Journal of Automatica Sinica 8 (3), 512-533, 2021
2252021
Synergy-Based Neural Interface for Human Gait Tracking With Deep Learning
D Xiong, D Zhang, X Zhao, Y Chu, Y Zhao
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 2271-2280, 2021
302021
Learning non-euclidean representations with SPD manifold for myoelectric pattern recognition
D Xiong, D Zhang, X Zhao, Y Chu, Y Zhao
IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 1514-1524, 2022
132022
Continuous human gait tracking using sEMG signals
D Xiong, D Zhang, X Zhao, Y Zhao
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
112020
Hand gesture recognition using instant high-density EMG graph via deep learning method
D Xiong, D Zhang, X Zhao, Y Zhao
2020 Chinese Automation Congress (CAC), 5143-5148, 2020
52020
Intuitive Human-Robot-Environment Interaction With EMG Signals: A Review
D Xiong, D Zhang, Y Chu, Y Zhao, X Zhao
IEEE/CAA Journal of Automatica Sinica 11 (5), 1075-1091, 2024
2024
Breathing Pattern Recognition By the Fusion of EMG and Acceleration Signals
D Xiong, D Zhang, X Zhao, Y Chu, Y Zhao
2022 IEEE International Conference on Robotics and Biomimetics (ROBIO), 877-882, 2022
2022
A Highly Flexible Optical Waveguide Sensor with Rectangular Structure for Muscle Contraction Signals Detection
L Mo, D Zhang, D Xiong, K Li, X Zhao
2022 China Automation Congress (CAC), 6815-6820, 2022
2022
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