EEG-based Emotion Recognition Using Spatial-Temporal Representation via Bi-GRU

• Published in: Proceedings of the annual international conference of the IEEE Engineering in Medicine and Biology Society pp. 116 - 119
• Main Authors: Lew, Wai-Cheong Lincoln, Wang, Di, Shylouskaya, Katsiaryna, Zhang, Zhuo, Lim, Joo-Hwee, Ang, Kai Keng, Tan, Ah-Hwee
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2020

Many prior studies on EEG-based emotion recognition did not consider the spatial-temporal relationships among brain regions and across time. In this paper, we propose a Regionally-Operated Domain Adversarial Network (RODAN), to learn spatial-temporal relationships that correlate between brain region...