Signal processing and machine learning for recognizing EEG signals of brain-computer interface

• Main Author: Yuan, Xinyu
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/149797
• Institution: Nanyang Technological University

The human brain contains 86 billion nerve cells, the interaction activity of which makes human think and feel. Electroencephalography (EEG) is a physiological method to record brain-generated electrical activity through placing electrodes on the scalp surface. Brain-Computer interface, a device cons...