Feature extraction from EEG signals and regularization for brain-computer interface

• Main Author: Mishuhina, Vasilisa
• Other Authors: Jiang Xudong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition; Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• Online Access: https://hdl.handle.net/10356/141579
• Institution: Nanyang Technological University

Brain-computer interface (BCI) is a promising technique which analyses and translates brain signals to computer commands. BCI can be used to communicate directly from a brain to a computer instead of communication through the central nervous system (CNS) and muscles. Consequently, it has received tr...