Weigang Cui

Automatic Epileptic Seizure Detection in EEG Signals Using Multi-Domain Feature Extraction and Nonlinear Analysis

Lina Wang, Weining Xue, Yang Li et al. · Entropy · 2017 · 266 citations · Full text

Engineering, Feature Extraction, Neurophysiological Biomarkers +19

Epileptic Seizure Detection in EEG Signals Using a Unified Temporal-Spectral Squeeze-and-Excitation Network

Yang Li, Yü Liu, Weigang Cui et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2020 · 263 citations

Engineering, Machine Learning, Autoencoders +20

A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding

Yang Li, Xian-Rui Zhang, Bin Zhang et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2019 · 218 citations

Convolutional Neural Network, Eeg Tasks, Computational Neuroscience +13

A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition

Mingyi Sun, Weigang Cui, Shuyue Yu et al. · IEEE Transactions on Affective Computing · 2022 · 108 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Epileptic Seizure Detection Based on Time-Frequency Images of EEG Signals Using Gaussian Mixture Model and Gray Level Co-Occurrence Matrix Features

Yang Li, Weigang Cui, Mei-Lin Luo et al. · International Journal of Neural Systems · 2018 · 95 citations

Engineering, Feature Extraction, Biomedical Signal Analysis +16