Brain-wave (EEG) recognition using transformers, an emerging machine learning technique

• Main Author: He, Linyi
• Other Authors: Wang Lipo
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computer applications; Engineering::Electrical and electronic engineering::Control and instrumentation
• Online Access: https://hdl.handle.net/10356/169334
• Institution: Nanyang Technological University

Electroencephalograph (EEG) signals play an important role in many aspects of brain science research and applications, and in order to make EEG signals better used in the scientific research, certain algorithms or systems need to be developed for EEG signal recognition. In this dissertation, I try t...