On hybrid memory allocation for FPGA behavioral synthesis (abstract only). - Qian Zhang 020; Chenfei Ma; Qiang Xu 001 (FPGA, 2014)

Continuous estimation of upper limb joint angle from sEMG signals based on SCA-LSTM deep learning approach. - Chenfei Ma; Chuang Lin 001; Oluwarotimi Williams Samuel; Lisheng Xu; Guanglin Li 001 (Biomed. Signal Process. Control., 2020)

Deep Learning for Device-free Human Activity Recognition Using WiFi Signals. - Linlin Guo; Hang Zhang 011; Weiyu Guo; Jian Fang 003; Bingxian Lu; Chenfei Ma; Guanglin Li 001; Chuang Lin 001; Lei Wang 005 (Generalization with Deep Learning, 2021)

Finger Joint Angle Estimation based on sEMG signals and deep learning method. - Chenfei Ma; Weiyu Guo; Lisheng Xu; Guanglin Li 001 (RCAR, 2021)

Exploiting spatio-temporal representation for 3D human action recognition from depth map sequences. - Xiaopeng Ji; Qingsong Zhao; Jun Cheng 002; Chenfei Ma (Knowl. Based Syst., 2021)

A Novel and Efficient Feature Extraction Method for Deep Learning Based Continuous Estimation. - Chenfei Ma; Weiyu Guo; Hang Zhang 011; Oluwarotimi Williams Samuel; Xiaopeng Ji; Lisheng Xu; Guanglin Li 001 (IEEE Robotics Autom. Lett., 2021)

A Bi-Directional LSTM Network for Estimating Continuous Upper Limb Movement From Surface Electromyography. - Chenfei Ma; Chuang Lin 001; Oluwarotimi Williams Samuel; Weiyu Guo; Hang Zhang 011; Stephen E. Greenwald; Lisheng Xu; Guanglin Li 001 (IEEE Robotics Autom. Lett., 2021)

Simultaneous estimation of grip force and wrist angles by surface electromyography and acceleration signals. - He Mao; Yue Zheng; Chenfei Ma; Kai Wu; Guanglin Li 001; Peng Fang 001 (Biomed. Signal Process. Control., 2023)

Improving sEMG-based motion intention recognition for upper-limb amputees using transfer learning. - Jinghua Fan; Mingzhe Jiang; Chuang Lin 001; Gloria Li; Jinan Fiaidhi; Chenfei Ma; Wanqing Wu (Neural Comput. Appl., 2023)

Posture-invariant myoelectric control with self-calibrating random forests. - Xinyu Jiang; Chenfei Ma; Kianoush Nazarpour (Frontiers Neurorobotics, 2024)

Medium density EMG armband for gesture recognition. - Eisa Aghchehli; Milad Jabbari; Chenfei Ma; Matthew Dyson; Kianoush Nazarpour (Frontiers Neurorobotics, 2025)

Pre-training, personalization, and self-calibration: all a neural network-based myoelectric decoder needs. - Chenfei Ma; Xinyu Jiang; Kianoush Nazarpour (Frontiers Neurorobotics, 2025)