Yang Yu

23 papers B 1Journal 11Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Online robust decomposition of surface electromyography signals via peel-off deep learning.
Biomed. Signal Process. Control.
Zeyu Zhou, Yang Yu, Chen Chen, Yang Xu, Xinjun Sheng
2026 J jnl
Simultaneous Decoding of Wrist Angles and Grasp Forces Based on Channel-Wise Cumulative Spike Trains.
IEEE J. Biomed. Health Informatics
Yang Yu, Yang Xu, Jiamin Zhao, Dongxuan Li, Weichao Guo, Xinjun Sheng, Xiangyang Zhu
2025 — conf
Electrode Shift-Robust Decomposition of Surface EMG Signals via Deep Learning: A Simulation Study.
ICIRA (1)
Zeyu Zhou, Yang Yu, Xinjun Sheng
2024 — conf
Decoding Wrist and Hand Movement Using a Synergy-Driven, Variable Stiffness Musculoskeletal Model Under Different Loads.
ROBIO
Jiamin Zhao, Yang Yu, Xinjun Sheng, Xiangyang Zhu
2024 J jnl
Graph-Driven Simultaneous and Proportional Estimation of Wrist Angle and Grasp Force via High-Density EMG.
IEEE J. Biomed. Health Informatics
Dongxuan Li, Peiqi Kang, Yang Yu, Peter B. Shull
2024 — conf
Multi-DoF Continuous Estimation for Wrist Torques Using Convolutional Neural Network.
ROBIO
Yun Fang, Yang Yu, Weichao Guo, Xinjun Sheng
2023 J jnl
A Novel and Efficient Surface Electromyography Decomposition Algorithm Using Local Spatial Information.
IEEE J. Biomed. Health Informatics
Yang Xu, Yang Yu, Miaojuan Xia, Xinjun Sheng, Xiangyang Zhu
2023 J jnl
Cumulative Spike Train Estimation for Muscle Excitation Assessment From Surface EMG Using Spatial Spike Detection.
IEEE J. Biomed. Health Informatics
Yang Xu, Yang Yu, Zeming Zhao, Chen Chen, Xinjun Sheng
2023 J jnl
Real-Time Hand Gesture Recognition by Decoding Motor Unit Discharges Across Multiple Motor Tasks From Surface Electromyography.
IEEE Trans. Biomed. Eng.
Chen Chen, Yang Yu, Xinjun Sheng, Jianjun Meng, Xiangyang Zhu
2022 — conf
Extracting Stable Control Information from EMG Signals to Drive a Musculoskeletal Model - A Preliminary Study.
ICIRA (2)
Jiamin Zhao, Yang Yu, Xinjun Sheng, Xiangyang Zhu
2022 J jnl
Non-Invasive Analysis of Motor Unit Activation During Simultaneous and Continuous Wrist Movements.
IEEE J. Biomed. Health Informatics
Chen Chen, Yang Yu, Xinjun Sheng, Xiangyang Zhu
2022 J jnl
Surface Electromyography Image-Driven Torque Estimation of Multi-DoF Wrist Movements.
IEEE Trans. Ind. Electron.
Yang Yu, Chen Chen, Jiamin Zhao, Xinjun Sheng, Xiangyang Zhu
2021 J jnl
Wrist Torque Estimation via Electromyographic Motor Unit Decomposition and Image Reconstruction.
IEEE J. Biomed. Health Informatics
Yang Yu, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2020 B conf
A Motor Unit-specific Images Based Scheme for Continuous Estimation of Wrist Torques - A Pilot Study.
SMC
Yang Yu, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2020 — conf
An Improved Calibration Method of EMG-driven Musculoskeletal Model for Estimating Wrist Joint Angles.
ICIRA
Jiamin Zhao, Yang Yu, Xinjun Sheng, Xiangyang Zhu
2020 — conf
Analysis of motor unit activities during multiple motor tasks by real-time EMG decomposition: perspective for myoelectric control.
EMBC
Chen Chen, Yang Yu, Xinjun Sheng, Xiangyang Zhu
2020 J jnl
Hand gesture recognition based on motor unit spike trains decoded from high-density electromyography.
Biomed. Signal Process. Control.
Chen Chen, Yang Yu, Shihan Ma, Xinjun Sheng, Chuang Lin, Dario Farina, Xiangyang Zhu
2020 J jnl
Multi-DoF continuous estimation for wrist torques using stacked autoencoder.
Biomed. Signal Process. Control.
Yang Yu, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2019 — conf
Continuous estimation of wrist torques with stack-autoencoder based deep neural network: A preliminary study.
NER
Yang Yu, Chen Chen, Xinjun Sheng, Xiangyang Zhu
2019 — conf
Estimating the single-DoF kinematics of wrist from motor unit behaviors.
NER
Chen Chen, Yang Yu, Guohong Chai, Xinjun Sheng, Xiangyang Zhu
2018 — conf
A Feasibility Study on an Intuitive Teleoperation System Combining IMU with sEMG Sensors.
ICIRA (1)
Heng Zhang, Zeming Zhao, Yang Yu, Kai Gui, Xinjun Sheng, Xiangyang Zhu
2018 — conf
A Pulse Condition Reproduction Apparatus for Remote Traditional Chinese Medicine.
ICIRA (1)
Sensen Liu, Lei Hua, Pengyu Lv, Yang Yu, Yiqing Gao, Xinjun Sheng
2017 — conf
Attenuating the impact of limb position on surface EMG pattern recognition using a mixed-LDA classifier.
ROBIO
Yang Yu, Xinjun Sheng, Weichao Guo, Xiangyang Zhu