Publications

Segment-Wise Decomposition of Surface Electromyography to Identify Discharges Across Motor Neuron Populations
Chen Chen, Shihan Ma, Yang Yu, Xinjun Sheng, Xiangyang Zhu
19 July 2022, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume: 30, Page(s): 2012 - 2021
DOI: 10.1109/TNSRE.2022.3192272

A musculoskeletal model driven by muscle synergy-derived excitations for hand and wrist movements
Jiamin Zhao, Yang Yu, Xu Wang, Shihan Ma, Xinjun Sheng, Xiangyang Zhu
17 February 2022, Journal of Neural Engineering, Volume 19, Number 1

Analytical Modelling of Surface EMG Signals Generated by Curvilinear Fibers with Approximate Conductivity Tensor
Shihan Ma, Chen Chen, Jiamin Zhao, Dong Han, Xinjun Sheng, Dario Farina, Xiangyang Zhu
16 September 2021, IEEE Transactions on Biomedical Engineering, Volume: 69 Issue: 3
DOI: 10.1109/TBME.2021.3112766

Adaptive real-time identification of motor unit discharges from non-stationary high-density surface electromyographic signals
Chen Chen, Shihan Ma, Xinjun Sheng, Dario Farina, Xiangyang Zhu
21 April 2020, IEEE Transactions on Biomedical Engineering, Volume: 67, Issue: 12
DOI: 10.1109/TBME.2020.2989311

EMG Signal Filtering based on Variational Mode Decomposition and Sub-band Thresholding
Shihan Ma, Bo Lv, Chuang Lin, Xinjun Sheng, Xiangyang Zhu
15 April 2020, IEEE Journal of Biomedical and Health Informatics, Volume: 25, Issue: 1
DOI: 10.1109/JBHI.2020.2987528

Hand gesture recognition based on motor unit spike trains decoded from high-density electromyography
Chen Chen, Yang Yu, Shihan Ma,Chuang Lin, Xinjun Sheng, Xiangyang Zhu
August 2019, Biomedical Signal Processing and Control 55
DOI: 10.1016/j.bspc.2019.101637

Preprints

Conditional Generative Models for Simulation of EMG During Naturalistic Movements
Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina *
*under review
NeuroMotion: Open-source Simulator with Neuromechanical and Deep Network Models to Generate Surface EMG signals during Voluntary Movement
Shihan Ma, Irene Mendez Guerra, Arnault Hubert Caillet, Jiamin Zhao, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina under review

Conferences

Coop: Memory is not a Commodity Jianhao Zhang, **Shihan Ma, Peihong Liu, Jinhui Yuan
Advances in Neural Information Processing Systems, 37 (2023). Spotlight

Subject-Specific EMG Modeling with Multiple Muscles: A Preliminary Study Demo
Shihan Ma, Chen Chen, Dong Han, Xinjun Sheng, Dario Farina, Xiangyang Zhu
Conference: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
DOI: 10.1109/EMBC44109.2020.9175286

Estimation of Motor Unit Global Firing Rate by Maximum Power Amplitude Slides
Shihan Ma, Chen Chen Bo Lv, Xinjun Sheng, Xiangyang Zhu
Conference: 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
DOI: 10.1109/EMBC.2019.8857676