Machine learning based feature extraction from EEG signals for brain-computer interface

• Main Author: Cai, AoChen
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering
• Online Access: http://hdl.handle.net/10356/74877
• Institution: Nanyang Technological University

Over the recent years, Electroencephalography (EEG) signal analysis has been found is one of the most popular and powerful methods to study human’s physical activities. The EEG signal is a testing record which is utilized to reflect the electrical activity of brain cells in the cerebral cortex. By a...