Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques

Recently, electroencephalogram-based emotion recognition has become crucial in enabling the Human-Computer Interaction (HCI) system to become more intelligent. Due to the outstanding applications of emotion recognition, e.g., person-based decision making, mind-machine interfacing, cognitive interact...

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Veröffentlicht in:	IEEE access 2021, Vol.9, p.94601-94624
Hauptverfasser:	Islam, Md. Rabiul, Moni, Mohammad Ali, Islam, Md. Milon, Rashed-Al-Mahfuz, Md, Islam, Md. Saiful, Hasan, Md. Kamrul, Hossain, Md. Sabir, Ahmad, Mohiuddin, Uddin, Shahadat, Azad, Akm, Alyami, Salem A., Ahad, Md. Atiqur Rahman, Lio, Pietro
Format:	Artikel
Sprache:	eng
Schlagworte:	Brain modeling Decision making Deep learning electroencephalogram Electroencephalography Emotion Emotion recognition Emotions Human computer interaction Human-computer interface Machine learning shallow learning Solid modeling State-of-the-art reviews Support vector machines Three-dimensional displays
Online-Zugang:	Volltext
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