Comprehensive analysis of feature extraction methods for emotion recognition from multichannel EEG recordings

• المؤلفون الرئيسيون: Yuvaraj, Rajamanickam, Thagavel, Prasanth, Thomas, John, Fogarty, Jack, Ali, Farhan
• مؤلفون آخرون: Interdisciplinary Graduate School (IGS)
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Science::Medicine; EEG; Emotion Recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/169462
• المؤسسة: Nanyang Technological University

Advances in signal processing and machine learning have expedited electroencephalogram (EEG)-based emotion recognition research, and numerous EEG signal features have been investigated to detect or characterize human emotions. However, most studies in this area have used relatively small monocentric...