10 citations · 15 across the 4 of their papers we have counts for
4 papers
Relate auditory speech to EEG by shallow-deep attention-based network
Fan Cui, Liyong Guo, Lang He +4
Electroencephalography (EEG) plays a vital role in detecting how brain responses to different stimulus. In this paper, we propose a novel Shallow-Deep Attention-based Network (SDAN…
Orientation recognition and correction of Cardiac MRI with deep neural network
Jiyao Liu
In this paper, the problem of orientation correction in cardiac MRI images is investigated and a framework for orientation recognition via deep neural networks is proposed. For mul…
Positional-Spectral-Temporal Attention in 3D Convolutional Neural Networks for EEG Emotion Recognition
Jiyao Liu, Yanxi Zhao, Hao Wu +1
Recognizing the feelings of human beings plays a critical role in our daily communication. Neuroscience has demonstrated that different emotion states present different degrees of…
Spatial-temporal Transformers for EEG Emotion Recognition
Jiyao Liu, Hao Wu, Li Zhang +1
Electroencephalography (EEG) is a popular and effective tool for emotion recognition. However, the propagation mechanisms of EEG in the human brain and its intrinsic correlation wi…