The neural origin of muscle synergies. - Emilio Bizzi; Vincent C. K. Cheung (Frontiers Comput. Neurosci., 2013)

On Nonnegative Matrix Factorization Algorithms for Signal-Dependent Noise with Application to Electromyography Data. - Karthik Devarajan; Vincent C. K. Cheung (Neural Comput., 2014)

Decomposing time series data by a non-negative matrix factorization algorithm with temporally constrained coefficients. - Vincent C. K. Cheung; Karthik Devarajan; Giacomo Severini; Andrea Turolla; Paolo Bonato (EMBC, 2015)

Editorial: Neural and Computational Modeling of Movement Control. - Ning Lan; Vincent C. K. Cheung; Simon C. Gandevia (Frontiers Comput. Neurosci., 2016)

A Quasi-Likelihood Approach to Nonnegative Matrix Factorization. - Karthik Devarajan; Vincent C. K. Cheung (Neural Comput., 2016)

Robustness of Muscle Synergies under Variant Muscle Contraction Force during Forearm Movements. - Hanjie Deng; Vincent C. K. Cheung; Yanjuan Geng; Mojisola Grace Asogbon; Oluwarotimi Williams Samuel; Guanglin Li 001 (EMBC, 2020)

Muscle Synergies and Clinical Outcome Measures Describe Different Factors of Upper Limb Motor Function in Stroke Survivors Undergoing Rehabilitation in a Virtual Reality Environment. - Lorenza Maistrello; Daniele Rimini; Vincent C. K. Cheung; Giorgia Pregnolato; Andrea Turolla (Sensors, 2021)

Explainable framework to detect Parkinson's disease related depression from EEG. - Luyao Jin; Running Zhao; Junyi Cao; Vincent C. K. Cheung; Wei-Hsin Liao (EMBC, 2024)

Rectified Latent Variable Model-Based EMG Factorization of Inhibitory Muscle Synergy Components Related to Aging, Expertise and Force-Tempo Variations. - Subing Huang; Xiaoyu Guo; Jodie J. Xie; Kelvin Y. S. Lau; Richard Liu; Arthur D. P. Mak; Vincent C. K. Cheung; Rosa H. M. Chan (Sensors, 2024)

Aging amplifies sex differences in low alpha and low beta EEG oscillations. - Chuanliang Han; Vincent C. K. Cheung; Rosa H. M. Chan (NeuroImage, 2025)

Inhibitory Components in Muscle Synergies Factorized by the Rectified Latent Variable Model From Electromyographic Data. - Xiaoyu Guo; Subing Huang; Borong He; Chuanlin Lan; Jodie J. Xie; Kelvin Y. S. Lau; Tomohiko Takei; Arthur D. P. Mak; Roy T. H. Cheung; Kazuhiko Seki; Vincent C. K. Cheung; Rosa H. M. Chan (IEEE J. Biomed. Health Informatics, 2025)