Controlling the False Positive Rate of a Two-State Self-Paced Brain-Computer Interface. - Yi-Hung Liu; Chun-Wei Huang; Yu-Tsung Hsiao (SMC, 2013)

EEG-based emotion recognition based on kernel Fisher's discriminant analysis and spectral powers. - Yi-Hung Liu; Wei-Teng Cheng; Yu-Tsung Hsiao; Chien-Te Wu; Mu-Der Jeng (SMC, 2014)

Emotion Recognition from Single-Trial EEG Based on Kernel Fisher's Emotion Pattern and Imbalanced Quasiconformal Kernel Support Vector Machine. - Yi-Hung Liu; Chien-Te Wu; Wei-Teng Cheng; Yu-Tsung Hsiao; Po-Ming Chen; Jyh-Tong Teng (Sensors, 2014)

A robotic gait training system integrating split-belt treadmill, footprint sensing and synchronous EEG recording for neuro-motor recovery. - Yi-Hung Liu; Bo Zhang 028; Quanquan Liu 001; Wei-Chun Hsu; Yu-Tsung Hsiao; Jui-Yiao Su; Yo Kobayashi; Masakatsu G. Fujie (EMBC, 2015)

Integration of visual feedback system and motor current based gait rehabilitation robot for motor recovery. - Quanquan Liu 001; Bo Zhang 028; Yi-Hung Liu; Yu-Tsung Hsiao; Mu-Der Jeng; Masakatsu G. Fujie (SMC, 2016)

EEG Classification of Imaginary Lower Limb Stepping Movements Based on Fuzzy Support Vector Machine with Kernel-Induced Membership Function. - Wei-Chun Hsu; Li-Fong Lin; Chun-Wei Chou; Yu-Tsung Hsiao; Yi-Hung Liu (Int. J. Fuzzy Syst., 2017)

Identifying Individuals With Mild Cognitive Impairment Using Working Memory-Induced Intra-Subject Variability of Resting-State EEGs. - Thanh-Tung Trinh; Chia-Fen Tsai; Yu-Tsung Hsiao; Chun-Ying Lee; Chien-Te Wu; Yi-Hung Liu (Frontiers Comput. Neurosci., 2021)

EEG-Based Classification Between Individuals with Mild Cognitive Impairment and Healthy Controls Using Conformal Kernel-Based Fuzzy Support Vector Machine. - Yu-Tsung Hsiao; Chien-Te Wu; Chia-Fen Tsai; Yi-Hung Liu; Thanh-Tung Trinh; Chun-Ying Lee (Int. J. Fuzzy Syst., 2021)