Study on Machine Learning Based Non-target EEG Rejection for Multi-state Brain Computer Interface

by Yu-Tsung Hsiao, 蕭玉聰
Published 2014

Low-Resolution Tactile Image Recognition for Automated Robotic Assembly Using Kernel PCA-Based Feature Fusion and Multiple Kernel Learning-Based Support Vector Machine

by Yi-Hung Liu, Yu-Tsung Hsiao, Wei-Teng Cheng, Yan-Chen Liu, Jui-Yiao Su
Published 2014-01-01

MCI Detection Using Kernel Eigen-Relative-Power Features of EEG Signals

by Yu-Tsung Hsiao, Chia-Fen Tsai, Chien-Te Wu, Thanh-Tung Trinh, Chun-Ying Lee, Yi-Hung Liu
Published 2021-07-01

Emotion Recognition from Single-Trial EEG Based on Kernel Fisher’s Emotion Pattern and Imbalanced Quasiconformal Kernel Support Vector Machine

by Yi-Hung Liu, Chien-Te Wu, Wei-Teng Cheng, Yu-Tsung Hsiao, Po-Ming Chen, Jyh-Tong Teng
Published 2014-07-01

Identifying Individuals With Mild Cognitive Impairment Using Working Memory-Induced Intra-Subject Variability of Resting-State EEGs

by Thanh-Tung Trinh, Chia-Fen Tsai, Chia-Fen Tsai, Yu-Tsung Hsiao, Chun-Ying Lee, Chien-Te Wu, Yi-Hung Liu
Published 2021-08-01