EEG-based emotion recognition using machine learning techniques

• المؤلف الرئيسي: Lan, Zirui
• مؤلفون آخرون: Wang Lipo
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2018
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/89698; http://hdl.handle.net/10220/46340
• المؤسسة: 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...