Zhiqiang Zhang

Non-iterative and Fast Deep Learning: Multilayer Extreme Learning Machines

Jie M. Zhang, Yanjiao Li, Wendong Xiao et al. · Journal of the Franklin Institute · 2020 · 176 citations

Engineering, Fast Deep Learning, Machine Learning +4

An Energy-Efficient Compressive Sensing-Based Clustering Routing Protocol for WSNs

Quan Wang, Deyu Lin, Pengfei Yang et al. · IEEE Sensors Journal · 2019 · 161 citations

High-Order Model-Free Adaptive Iterative Learning Control of Pneumatic Artificial Muscle With Enhanced Convergence

Qingsong Ai, Da Ke, Jie Zuo et al. · IEEE Transactions on Industrial Electronics · 2019 · 147 citations

Engineering, Intrinsic Compliance, Mechanical Engineering +21

Physics-Informed Deep Learning for Musculoskeletal Modeling: Predicting Muscle Forces and Joint Kinematics From Surface EMG

Jie Zhang, Yihui Zhao, Fergus Shone et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2022 · 147 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24

A CNN-LSTM Hybrid Model for Wrist Kinematics Estimation Using Surface Electromyography

Tianzhe Bao, Syed Ali Raza Zaidi, Sheng Quan Xie et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 132 citations · Full text