EEG-based emotion recognition using machine learning techniques

• Main Author: Lan, Zirui
• Other Authors: Wang Lipo
• Format: Theses and Dissertations
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/89698; http://hdl.handle.net/10220/46340
• Institution: Nanyang Technological University

Electroencephalography (EEG)-based emotion recognition attempts to detect the affective states of humans directly via spontaneous EEG signals, bypassing the peripheral nervous system. In this thesis, we explore various machine learning techniques for EEG-based emotion recognition, and focus on the t...