Learning generalised features from EEG using deep learning for a cognitive brain-computer interface

• Main Author: Ang, Nigel Wei Jun
• Other Authors: Guan Cuntai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/148292
• Institution: Nanyang Technological University

Attention can be measured by different types of cognitive tasks. Such tasks include the Stroop Test, Eriksen Flanker Test and the Psychomotor Vigilance Test (PVT). Despite all three cognitive tasks' different contents, they all require the use of visual attention. To learn the generalised repre...