Emotion recognition using EEG signal interpretation

• Main Author: Tan, Shawn Ern Hong
• Other Authors: Vidya Sudarshan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Electroencephalography; Signal processing; Affective computing; Machine learning; Biosignals; Artificial intelligence
• Online Access: https://hdl.handle.net/10356/184102
• Institution: Nanyang Technological University

This paper proposes a voting classifier between five machine learning algorithms in the task of emotion recognition. Emotion recognition has been an increasingly researched field. With emotions being a medium through which we interact with the world, the ability to accurately predict emotions has nu...