Boosting Personalized Musculoskeletal Modeling With Physics-Informed Knowledge Transfer.
IEEE Trans. Instrum. Meas., 2023
An Assistive Wrist-Elbow Exoskeleton (WE-Exo) Driven by Variable Stiffness Actuators.
Proceedings of the 29th International Conference on Mechatronics and Machine Vision in Practice, 2023
STF: Spatial Temporal Fusion for Trajectory Prediction.
Proceedings of the 29th International Conference on Mechatronics and Machine Vision in Practice, 2023
Toward Robust, Adaptiveand Reliable Upper-Limb Motion Estimation Using Machine Learning and Deep Learning-A Survey in Myoelectric Control.
IEEE J. Biomed. Health Informatics, 2022
Quantitative Elbow Spasticity Measurement Based on Muscle Activation Estimation Using Maximal Voluntary Contraction.
IEEE Trans. Instrum. Meas., 2022
CNN Confidence Estimation for Rejection-Based Hand Gesture Classification in Myoelectric Control.
IEEE Trans. Hum. Mach. Syst., 2022
A CNN-LSTM Hybrid Model for Wrist Kinematics Estimation Using Surface Electromyography.
IEEE Trans. Instrum. Meas., 2021
A deep Kalman filter network for hand kinematics estimation using sEMG.
Pattern Recognit. Lett., 2021
3D Free Reaching Movement Prediction of Upper-limb Based on Deep Neural Networks.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021
Surface-EMG based Wrist Kinematics Estimation using Convolutional Neural Network.
Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019