Wei Yang

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 6

Top Topics

Convolutional Neural Network

Support Vector Regression

Top Venues

Int. J. Humanoid Robotics

IEEE J. Biomed. Health Informatics

Medical Biol. Eng. Comput.

Publications

Wei Yang, Dapeng Yang, Yu Liu, Hong Liu
EMG Pattern Recognition Using Convolutional Neural Network with Different Scale Signal/Spectra Input. Int. J. Humanoid Robotics 16 (4) (2019)
Wei Yang, Dapeng Yang, Yu Liu, Hong Liu
Decoding Simultaneous Multi-DOF Wrist Movements From Raw EMG Signals Using a Convolutional Neural Network. IEEE Trans. Hum. Mach. Syst. 49 (5) (2019)
Wei Yang, Dapeng Yang, Jiaming Li, Yu Liu, Hong Liu
EMG dataset augmentation approaches for improving the multi-DOF wrist movement regression accuracy and robustness. ROBIO (2018)
Wei Yang, Dapeng Yang, Yu Liu, Hong Liu
A 3-DOF hemi-constrained wrist motion/force detection device for deploying simultaneous myoelectric control. Medical Biol. Eng. Comput. 56 (9) (2018)
Yikun Gu, Dapeng Yang, Qi Huang, Wei Yang, Hong Liu
Robust EMG pattern recognition in the presence of confounding factors: features, classifiers and adaptive learning. Expert Syst. Appl. 96 (2018)
Dapeng Yang, Wei Yang, Qi Huang, Hong Liu
Classification of Multiple Finger Motions During Dynamic Upper Limb Movements. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Dapeng Yang, Qi Huang, Wei Yang, Hong Liu
EMG Onset Detection Based on Teager-Kaiser Energy Operator and Morphological Close Operation. ICIRA (1) (2015)
Wei Yang, Dapeng Yang, Yu Liu, Hong Liu
Three-Dimensional Simultaneous EMG Control Based on Multi-layer Support Vector Regression with Interactive Structure. ICIRA (1) (2015)