Publications by authors named "Xinjun Sheng"

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Strain-Insensitive, Crosstalk-Suppressed, Ultrawide-Linearity Iontronic Tactile Skin from a Synergistic Segment-Embedded Strategy.
Yanchao Zhao, Wei Xu, Weichao Guo, Xinjun Sheng

ACS Sens· September 2025

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Optimization Design of Haptic Units for Perception Feedback Interfaces Based on Vibrotactile Amplitude Modulation.
Weichao Guo, Jingchen Huang, Lechuan Zhou, Yun Fang, Li Jiang, Xinjun Sheng

Biomimetics (Basel)· September 2025

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Toward Load-Robust Motion Estimation Using an EMG-Driven State-Space Model With a Variable Stiffness Musculoskeletal Model.
Jiamin Zhao, Yang Yu, Xinjun Sheng, Xiangyang Zhu

IEEE Trans Neural Syst Rehabil Eng· August 2025

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Simultaneous Decoding of Wrist Angles and Grasp Forces Based on Channel-Wise Cumulative Spike Trains.
Yang Yu, Yang Xu, Jiamin Zhao, Dongxuan Li, Weichao Guo, Xinjun Sheng

IEEE J Biomed Health Inform· June 2025

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Conditional Generative Models for Simulation of EMG During Naturalistic Movements.
Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng

IEEE Trans Neural Netw Learn Syst· May 2025

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Improving Reliability of Life Applications Using Model-Based Brain Switches via SSVEP.
Jianjun Meng, Songwei Li, Guangye Li, Ruijie Luo, Xinjun Sheng

IEEE Trans Biomed Eng· May 2025

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Dataset combining EEG, eye-tracking, and high-speed video for ocular activity analysis across BCI paradigms.
Eva Guttmann-Flury, Xinjun Sheng, Xiangyang Zhu

Sci Data· April 2025

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Hand kinematics, high-density sEMG comprising forearm and far-field potentials for motion intent recognition.
Weichao Guo, Zeming Zhao, Zeyu Zhou, Yun Fang, Yang Yu, Xinjun Sheng

Sci Data· March 2025

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Toward Hand Gesture Recognition Using a Channel-Wise Cumulative Spike Train Image-Driven Model.
Yang Yu, Zeyu Zhou, Yang Xu, Chen Chen, Weichao Guo, Xinjun Sheng

Cyborg Bionic Syst· March 2025

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Optimized Uniform Sampling and Validation of Fiber Tracts From Magnetic Resonance Tractography for In Vivo Architectural Measurement of Human Forearm Muscles.
Yang Li, Shihan Ma, Jiamin Zhao, Qing Li, Xinjun Sheng

IEEE Trans Biomed Eng· December 2024

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Wrist torque estimation by combining motor unit discharges with musculoskeletal model.
Chen Chen, Jiamin Zhao, Yang Yu, Xinjun Sheng, Xiangyang Zhu

IEEE Trans Neural Syst Rehabil Eng· December 2024

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A Globally Guided Dual-Arm Reactive Motion Controller for Coordinated Self-Handover in a Confined Domestic Environment.
Zihang Geng, Zhiyuan Yang, Wei Xu, Weichao Guo, Xinjun Sheng

Biomimetics (Basel)· October 2024

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A model-based brain switch via periodic motor imagery modulation for asynchronous brain-computer interfaces.
Jianjun Meng, Songwei Li, Guangye Li, Ruijie Luo, Xinjun Sheng

J Neural Eng· August 2024

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Integration of Motor Unit Filters for Enhanced Surface Electromyogram Decomposition During Varying Force Isometric Contraction.
Miaojuan Xia, Chen Chen, Xinjun Sheng, Han Ding

IEEE Trans Neural Syst Rehabil Eng· August 2024

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NeuroMotion: Open-source platform with neuromechanical and deep network modules to generate surface EMG signals during voluntary movement.
Shihan Ma, Irene Mendez Guerra, Arnault Hubert Caillet, Jiamin Zhao, Alexander Kenneth Clarke, Xinjun Sheng

PLoS Comput Biol· July 2024

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Decoding Multi-DoF Movements Using a CST-Based Force Generation Model With Single-DoF Training.
Yang Xu, Yang Yu, Zeming Zhao, Xinjun Sheng

IEEE Trans Neural Syst Rehabil Eng· February 2024

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Cumulative Spike Train Estimation for Muscle Excitation Assessment From Surface EMG Using Spatial Spike Detection.
Yang Xu, Yang Yu, Zeming Zhao, Chen Chen, Xinjun Sheng

IEEE J Biomed Health Inform· November 2023

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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, Yang Xu, Yang Li, Xinjun Sheng

IEEE Trans Biomed Eng· October 2023

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Consistent control information driven musculoskeletal model for multiday myoelectric control.
Jiamin Zhao, Yang Yu, Xinjun Sheng, Xiangyang Zhu

J Neural Eng· September 2023

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A Calibration-Free Hybrid Approach Combining SSVEP and EOG for Continuous Control.
Ximing Mai, Xinjun Sheng, Xiaokang Shu, Yidan Ding, Xiangyang Zhu

IEEE Trans Neural Syst Rehabil Eng· September 2023

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Spatio-temporal evolution of human neural activity during visually cued hand movements.
Guangye Li, Shize Jiang, Jianjun Meng, Zehan Wu, Haiteng Jiang, Xinjun Sheng

Cereb Cortex· August 2023

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Real-Time Hand Gesture Recognition by Decoding Motor Unit Discharges Across Multiple Motor Tasks From Surface Electromyography.
Chen Chen, Yang Yu, Xinjun Sheng, Jianjun Meng, Xiangyang Zhu

IEEE Trans Biomed Eng· July 2023

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Slow-wave modulation analysis during states of unconsciousness using the novel tau-modulation method.
Tao Xie, Zehan Wu, Thomas J Foutz, Xinjun Sheng, Xiangyang Zhu

J Neural Eng· July 2023

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Hand Grasp Pose Prediction Based on Motion Prior Field.
Xu Shi, Weichao Guo, Wei Xu, Xinjun Sheng

Biomimetics (Basel)· June 2023

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Mapping Individual Motor Unit Activity to Continuous Three-DoF Wrist Torques: Perspectives for Myoelectric Control.
Chen Chen, Yang Yu, Xinjun Sheng, Jianjun Meng, Xiangyang Zhu

IEEE Trans Neural Syst Rehabil Eng· April 2023

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