EEG-based attention recognition using machine learning

• Main Author: Sun, Haoqi
• Other Authors: Huang Guangbin
• Format: Theses and Dissertations
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: http://hdl.handle.net/10356/71740
• Institution: Nanyang Technological University

Attention is constantly required in many daily life tasks. Attention-related behavior, such as driving distraction, has been reported as a major reason in traffic accidents. Therefore, the recognition of attention can enhance task performance. Electroencephalogram (EEG) is used to study attention, s...