EEG-based stress recognition using deep learning techniques

• Main Author: Syabil Kwajah
• Other Authors: Arokiaswami Alphones
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling; Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/157417
• Institution: Nanyang Technological University

Stress recognition using Electroencephalogram (EEG) based signal is a promising area of study. There had been multiple studies about stress recognition however, the aim of this project was to implement Deep Learning for stress detection. As EEG is the least intrusive data collecting method and exper...