Controlling a mobile platform using EEG/EYE tracking and machine learning

• Main Author: Yang, Cheng
• Other Authors: Wang Lipo
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics
• Online Access: https://hdl.handle.net/10356/154546
• Institution: Nanyang Technological University

With the recent development of deep learning methods and equipment, the electroencephalogram (EEG) signals can be recorded and processed in various approaches. The EEG-based brain-computer interfaces (BCI) are proved to be able to handle tasks such as motor imagery, cognitive behaviors and stimulate...