Real-time finger force prediction via parallel convolutional neural networks: a preliminary study. - Feng Xu; Yang Zheng 005; Xiaogang Hu (EMBC, 2020)

Dexterous Force Estimation during Finger Flexion and Extension Using Motor Unit Discharge Information. - Yang Zheng 005; Xiaogang Hu (EMBC, 2020)

Estimation of Joint Kinematics and Fingertip Forces using Motoneuron Firing Activities: A Preliminary Report. - Feng Xu; Yang Zheng 005; Xiaogang Hu (NER, 2021)

Concurrent Prediction of Finger Forces Based on Source Separation and Classification of Neuron Discharge Information. - Yang Zheng 005; Xiaogang Hu (Int. J. Neural Syst., 2021)

Concurrent Estimation of Finger Flexion and Extension Forces Using Motoneuron Discharge Information. - Yang Zheng 005; Xiaogang Hu (IEEE Trans. Biomed. Eng., 2021)

Finger Force Estimation Using Motor Unit Discharges Across Forearm Postures. - Noah Rubin; Yang Zheng 005; He Huang 002; Xiaogang Hu (IEEE Trans. Biomed. Eng., 2022)

Adaptive Real-Time Decomposition of Electromyogram During Sustained Muscle Activation: A Simulation Study. - Yang Zheng 005; Xiaogang Hu (IEEE Trans. Biomed. Eng., 2022)

Concurrent and Continuous Prediction of Finger Kinetics and Kinematics via Motoneuron Activities. - Rinku Roy; Yang Zheng 005; Derek G. Kamper; Xiaogang Hu (IEEE Trans. Biomed. Eng., 2023)

Classification of Three Anesthesia Stages Based on Near-Infrared Spectroscopy Signals. - Zhian Liu; Lichengxi Si; Shaoxian Shi; Jing Li; Jing Zhu; Won Hee Lee; Sio-Long Lo; Xiangguo Yan; Badong Chen; Feng Fu; Yang Zheng 005; Gang Wang 005 (IEEE J. Biomed. Health Informatics, 2024)

A Feature Fusion Model Based on Temporal Convolutional Network for Automatic Sleep Staging Using Single-Channel EEG. - Jiameng Bao; Guangming Wang; Tianyu Wang; Ning Wu; Shimin Hu 005; Won Hee Lee; Sio-Long Lo; Xiangguo Yan; Yang Zheng 005; Gang Wang 005 (IEEE J. Biomed. Health Informatics, 2024)

Real-Time EMG Decomposition Across Neural Excitation Levels Using Dual Self-Attention Residual Network. - Yixin Li; Guanghua Xu; Kai Zhang 043; Gang Wang 005; Yang Zheng 005 (IEEE Trans. Instrum. Meas., 2025)

Channel-Selection-Based Temporal Convolutional Network for Patient-Specific Epileptic Seizure Detection. - Guangming Wang; Xiyuan Lei; Wen Li; Won Hee Lee; Lianchi Huang; Jialin Zhu; Shanshan Jia 005; Dong Wang 050; Yang Zheng 005; Hua Zhang; Badong Chen; Gang Wang 005 (IEEE Trans. Cogn. Dev. Syst., 2025)