Quaternary classification of emotions based on electroencephalogram signals using hybrid deep learning model

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

Sander Koelstra, Christian Mühl, Mohammad Soleymani et al. · IEEE Transactions on Affective Computing · 2011 · 4.8K citations · Full text

Nursing, Neuroscience, Psychology +17

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

Tengfei Song, Wenming Zheng, Peng Song et al. · IEEE Transactions on Affective Computing · 2018 · 1.5K citations

Computing, Neuroscience, Feature Engineering +16

EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM

Yongqiang Yin, Xiangwei Zheng, Bin Hu et al. · Applied Soft Computing · 2020 · 459 citations

Computing, Neuroscience, Computational Neuroscience +15

Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals

Vipin Gupta, Mayur Dahyabhai Chopda, Ram Bilas Pachori · IEEE Sensors Journal · 2018 · 287 citations

Engineering, Electrical Engineering, Neuroscience +17

EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network

Heng Cui, Aiping Liu, Xu Zhang et al. · Knowledge-Based Systems · 2020 · 277 citations

Engineering, Neuroscience, Computational Neuroscience +13