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
IEEE Transactions on Neural Networks and Learning Systems, August 2024
DOI: 10.1371/journal.pcbi.1012257
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
IEEE Transactions on Neural Networks and Learning Systems, July 2024
DOI: 10.1109/TNNLS.2024.3438368
A myoelectric digital twin for fast and realistic modelling in deep learning
Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
Nature Communications, March 2023
