DRS-Net: A spatial–temporal affective computing model based on multichannel EEG data

• Published in: Biomedical signal processing and control Vol. 76; p. 103660
• Main Authors: Li, Jingjing, Wu, Xia, Zhang, Yumei, Yang, Honghong, Wu, Xiaojun
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.07.2022
• Subjects: Affective computing; DRS-Net; Long-short term memory; Multichannel EEG; Reservoir computing; Affective computing; DRS-Net; Multichannel EEG; Long-short term memory; Reservoir computing

•Provide DRS-Net, an end-to-end affective computing model using multichannel EEG data.•Automatically extract the EEG data’ spatial–temporal features with a dynamic reservoir state encoder.•Integrating Reservoir Computing with the neural network to deal with EEG data processing. Affective computing b...