EEG-based stress recognition using deep learning techniques

• Main Author: Nur Irsalina Zainudin
• Other Authors: Wang Lipo
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/140337
• Institution: Nanyang Technological University

Successful implementation of deep learning technique for electroencephalography-based stress recognition has not been accomplished yet regardless of the efficacious application of deep learning in the brain-computer interface systems. This paper proposes utilising a Convolutional Neural Network to d...