EEG-based emotion recognition using deep learning

• Main Author: Samriddhi, Govil
• Other Authors: Arokiaswami Alphones
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing; Engineering::Electrical and electronic engineering::Control and instrumentation::Medical electronics
• Online Access: https://hdl.handle.net/10356/158193
• Institution: Nanyang Technological University

Emotion recognition is critical in both human-machine interfaces and brain-computer interfaces. Emotion is one of the most important factors in understanding human behavior and cognition. By precisely analyzing human emotion from electroencephalograms (EEGs) through methods such as deep learning and...