Time-Series Analysis via Low-Rank Matrix Factorization Applied to Infant-Sleep Data. - Sheng Liu; Mark Cheng; Hayley Brooks; Wayne E. Mackey; David J. Heeger; Esteban G. Tabak; Carlos Fernandez-Granda (CoRR, 2019)

Real-Time Surface EMG Pattern Recognition for Shoulder Motions Based on Support Vector Machine. - Yang Zhou; Chaoyang Chen 002; Mark Cheng; Sreten Franovic; Stephanie Muh; Stephen Lemos (ICCPR, 2020)

Real-time Multiple-Channel Shoulder EMG Processing for a Rehabilitative Upper-limb Exoskeleton Motion Control Using ANN Machine Learning. - Yang Zhou; Chaoyang Chen 002; Yousef Alshahrani; Mark Cheng; Guanghua Xu; Min Li 003; Wei Zhou; Linjing Wu; Brandon Kakos; Todd Frush; Stephen Lemos (M2VIP, 2021)

Comparison of machine learning methods in sEMG signal processing for shoulder motion recognition. - Yang Zhou; Chaoyang Chen 002; Mark Cheng; Yousef Alshahrani; Sreten Franovic; Emily Lau; Guanghua Xu; Guoxin Ni; John M. Cavanaugh; Stephanie Muh; Stephen Lemos (Biomed. Signal Process. Control., 2021)

Volitional control of upper-limb exoskeleton empowered by EMG sensors and machine learning computing. - Biao Chen; Yang Zhou; Chaoyang Chen 002; Zain Sayeed; Jie Hu 002; Jin Qi; Todd Frush; Henry Goitz; John Hovorka; Mark Cheng; Carlos Palacio-Lascano (Array, 2023)