EEG-based mental workload recognition using deep learning techniques

• Main Author: Koh, Charis Hwee Ying
• Other Authors: Olga Sourina
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering; DRNTU::Engineering::Electrical and electronic engineering; DRNTU::Social sciences::Psychology::Consciousness and cognition
• Online Access: http://hdl.handle.net/10356/74601
• Institution: Nanyang Technological University

As EEG devices become more widely available in the market, they have seen increased usage in observing and tracking the brainwaves of operators. Furthermore, with their existing use in the healthcare sector, there is a need to improve the recognition of features for safety and wellbeing. This paper...