Emotion recognition based on EEG feature maps through deep learning network

• Published in: Engineering science and technology, an international journal Vol. 24; no. 6; pp. 1442 - 1454
• Main Authors: Topic, Ante, Russo, Mladen
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.12.2021; Elsevier
• Subjects: Brain-computer interface; Computer-generated holography; Deep learning; Electroencephalogram; Emotion recognition; Valence-arousal model; Brain-computer interface; Deep learning; Emotion recognition; Electroencephalogram; Valence-arousal model; Computer-generated holography

Emotion recognition using electroencephalogram (EEG) signals is getting more and more attention in recent years. Since the EEG signals are noisy, non-linear and have non-stationary properties, it is a challenging task to develop an intelligent framework that can provide high accuracy for emotion rec...