EEG mental workload recognition using deep learning techniques

• Main Author: Tay, Nicholas Zhi Peng
• Other Authors: Wang Lipo
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/77528
• Institution: Nanyang Technological University

EEG devices are becoming more commonly available on the market and have seen an increase in usage in many different applications, such as human factor studies and human performance assessment. Deep learning techniques are also being applied to EEG in order to streamline the EEG data collection and p...