Arm movements effect on grasping force prediction using surface electromyography signals. - Chen Chen 045; Tao Xie; Lin Yao 002; Xinjun Sheng; Xiangyang Zhu (ROBIO, 2017)

Estimation of Motor Unit Global Firing Rate by Maximum Power Amplitude. - Shihan Ma; Chen Chen 045; Bo Lv; Xinjun Sheng; Xiangyang Zhu (EMBC, 2019)

Continuous Estimation of Grasp Kinematics with Real-Time Surface EMG Decomposition. - Chen Chen 045; Shihan Ma; Xinjun Sheng; Xiangyang Zhu (ICIRA (5), 2019)

Estimating the single-DoF kinematics of wrist from motor unit behaviors. - Chen Chen 045; Yang Yu 019; Guohong Chai; Xinjun Sheng; Xiangyang Zhu (NER, 2019)

Continuous estimation of wrist torques with stack-autoencoder based deep neural network: A preliminary study. - Yang Yu 019; Chen Chen 045; Xinjun Sheng; Xiangyang Zhu (NER, 2019)

Analysis of motor unit activities during multiple motor tasks by real-time EMG decomposition: perspective for myoelectric control. - Chen Chen 045; Yang Yu 019; Xinjun Sheng; Xiangyang Zhu (EMBC, 2020)

Subject-Specific EMG Modeling with Multiple Muscles: A Preliminary Study. - Shihan Ma; Chen Chen 045; Dong Han; Xinjun Sheng; Dario Farina; Xiangyang Zhu (EMBC, 2020)

A Motor Unit-specific Images Based Scheme for Continuous Estimation of Wrist Torques - A Pilot Study. - Yang Yu 019; Chen Chen 045; Xinjun Sheng; Xiangyang Zhu (SMC, 2020)

Hand gesture recognition based on motor unit spike trains decoded from high-density electromyography. - Chen Chen 045; Yang Yu 019; Shihan Ma; Xinjun Sheng; Chuang Lin 001; Dario Farina; Xiangyang Zhu (Biomed. Signal Process. Control., 2020)

Multi-DoF continuous estimation for wrist torques using stacked autoencoder. - Yang Yu 019; Chen Chen 045; Xinjun Sheng; Xiangyang Zhu (Biomed. Signal Process. Control., 2020)

Adaptive Real-Time Identification of Motor Unit Discharges From Non-Stationary High-Density Surface Electromyographic Signals. - Chen Chen 045; Shihan Ma; Xinjun Sheng; Dario Farina; Xiangyang Zhu (IEEE Trans. Biomed. Eng., 2020)

Estimation of Positions and Orientations of Activated Muscle Fibers with Electrode Array. - Mian Wang; Shihan Ma; Zihang Geng; Chen Chen 045; Xinjun Sheng; Xiangyang Zhu (BioCAS, 2021)

Electrodes Adaptive Model in Estimating the Depth of Motor Unit: A Motor Unit Action Potential Based Approach. - Miaojuan Xia; Shihan Ma; Chen Chen 045; Xinjun Sheng; Xiangyang Zhu (EMBC, 2021)

On Detecting the Invariant Neural Drive to Muscles during Repeated Hand Motions: A Preliminary Study. - Miaojuan Xia; Chen Chen 045; Xinjun Sheng; Xiangyang Zhu (M2VIP, 2021)

Wrist Torque Estimation via Electromyographic Motor Unit Decomposition and Image Reconstruction. - Yang Yu 019; Chen Chen 045; Xinjun Sheng; Xiangyang Zhu (IEEE J. Biomed. Health Informatics, 2021)

Analytical Modelling of Surface EMG Signals Generated by Curvilinear Fibers With Approximate Conductivity Tensor. - Shihan Ma; Chen Chen 045; Jiamin Zhao; Dong Han; Xinjun Sheng; Dario Farina; Xiangyang Zhu (IEEE Trans. Biomed. Eng., 2022)

Surface Electromyography Image-Driven Torque Estimation of Multi-DoF Wrist Movements. - Yang Yu 019; Chen Chen 045; Jiamin Zhao; Xinjun Sheng; Xiangyang Zhu (IEEE Trans. Ind. Electron., 2022)

Non-Invasive Analysis of Motor Unit Activation During Simultaneous and Continuous Wrist Movements. - Chen Chen 045; Yang Yu 019; Xinjun Sheng; Xiangyang Zhu (IEEE J. Biomed. Health Informatics, 2022)

Real-Time Hand Gesture Recognition by Decoding Motor Unit Discharges Across Multiple Motor Tasks From Surface Electromyography. - Chen Chen 045; Yang Yu 019; Xinjun Sheng; Jianjun Meng; Xiangyang Zhu (IEEE Trans. Biomed. Eng., 2023)

A peel-off convolution kernel compensation method for surface electromyography decomposition. - Chen Chen 045; Shihan Ma; Xinjun Sheng; Xiangyang Zhu (Biomed. Signal Process. Control., 2023)

Extracting Individual Muscle Drive and Activity From High-Density Surface Electromyography Signals Based on the Center of Gravity of Motor Unit. - Miaojuan Xia; Chen Chen 045; Yang Xu; Yang Li 188; Xinjun Sheng; Han Ding 001 (IEEE Trans. Biomed. Eng., 2023)

Cumulative Spike Train Estimation for Muscle Excitation Assessment From Surface EMG Using Spatial Spike Detection. - Yang Xu; Yang Yu 019; Zeming Zhao; Chen Chen 045; Xinjun Sheng (IEEE J. Biomed. Health Informatics, 2023)

Tracking Motor Unit Discharges Across Days Based on the Pre-Trained Separation Vectors. - Chen Chen 045; Xiangyang Zhu (BioRob, 2024)

Simultaneous and proportional control of wrist and finger force via motor unit activity. - Miaojuan Xia; Chen Chen 045; Dongxuan Li; Xinjun Sheng; Han Ding 001 (Biomed. Signal Process. Control., 2025)

Evaluation of motor unit tracking across hand movements by combining high-density surface electromyography with ultrafast ultrasound. - Zongtian Yin; Chen Chen 045; Jianjun Meng; Xiangyang Zhu (Comput. Biol. Medicine, 2025)

Simultaneous and Proportional Real-Time Control of Three-DoF Movements Based on Motor Unit Discharges. - Ruye Guo; Chen Chen 045; Xiangyang Zhu (IEEE J. Biomed. Health Informatics, 2025)