Recognizing EEG signals for brain-computer interface based on machine learning

• Main Author: Liu, Chang
• Other Authors: Jiang Xudong
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/78407
• Institution: Nanyang Technological University

In recent years, the Brain-Computer Interface (BCI), has been a very popular topic globally. BCI is a method that can establish a direct communication pathway between the human’s brain and external devices by analyzing the EEG (Electroencephalograph) signals, without any help from peripheral nerv...