Classification of epilepsy EEG signals using DWT-based envelope analysis and neural network ensemble. - Mingyang Li 006; Wanzhong Chen; Tao Zhang 047 (Biomed. Signal Process. Control., 2017)

Automatic epileptic EEG detection using DT-CWT-based non-linear features. - Mingyang Li 006; Wanzhong Chen; Tao Zhang 047 (Biomed. Signal Process. Control., 2017)

AR based quadratic feature extraction in the VMD domain for the automated seizure detection of EEG using random forest classifier. - Tao Zhang 047; Wanzhong Chen; Mingyang Li 006 (Biomed. Signal Process. Control., 2017)

A novel seizure diagnostic model based on kernel density estimation and least squares support vector machine. - Mingyang Li 006; Wanzhong Chen; Tao Zhang 047 (Biomed. Signal Process. Control., 2018)

Fuzzy distribution entropy and its application in automated seizure detection technique. - Tao Zhang 047; Wanzhong Chen; Mingyang Li 006 (Biomed. Signal Process. Control., 2018)

Classification of inter-ictal and ictal EEGs using multi-basis MODWPT, dimensionality reduction algorithms and LS-SVM: A comparative study. - Tao Zhang 047; Wanzhong Chen; Mingyang Li 006 (Biomed. Signal Process. Control., 2019)

FuzzyEn-based features in FrFT-WPT domain for epileptic seizure detection. - Mingyang Li 006; Wanzhong Chen; Tao Zhang 047 (Neural Comput. Appl., 2019)

Classification Epileptic Seizures in EEG Using Time-Frequency Image and Block Texture Features. - Mingyang Li 006; Xiaoying Sun; Wanzhong Chen; Yun Jiang; Tao Zhang 047 (IEEE Access, 2020)

Developing multi-component dictionary-based sparse representation for automatic detection of epileptic EEG spikes. - Yun Jiang; Wanzhong Chen; Tao Zhang 047; Mingyang Li 006; Yang You; Xiao Zheng (Biomed. Signal Process. Control., 2020)

Automatic focal and non-focal EEG detection using entropy-based features from flexible analytic wavelet transform. - Yang You; Wanzhong Chen; Mingyang Li 006; Tao Zhang 047; Yun Jiang; Xiao Zheng (Biomed. Signal Process. Control., 2020)

Decoding human brain activity with deep learning. - Xiao Zheng; Wanzhong Chen; Mingyang Li 006; Tao Zhang 047; Yang You; Yun Jiang (Biomed. Signal Process. Control., 2020)

Symplectic geometry decomposition-based features for automatic epileptic seizure detection. - Yun Jiang; Wanzhong Chen; Mingyang Li 006 (Comput. Biol. Medicine, 2020)

Patient-specific seizure detection method using nonlinear mode decomposition for long-term EEG signals. - Mingyang Li 006; Xiaoying Sun; Wanzhong Chen (Medical Biol. Eng. Comput., 2020)

Ensemble deep learning for automated visual classification using EEG signals. - Xiao Zheng; Wanzhong Chen; Yang You; Yun Jiang; Mingyang Li 006; Tao Zhang 047 (Pattern Recognit., 2020)

Synchroextracting chirplet transform-based epileptic seizures detection using EEG. - Yun Jiang; Wanzhong Chen; Mingyang Li 006; Tao Zhang 047; Yang You (Biomed. Signal Process. Control., 2021)

FFT-based deep feature learning method for EEG classification. - Mingyang Li 006; Wanzhong Chen (Biomed. Signal Process. Control., 2021)

Assessing multi-layered nonlinear characteristics of ECG/EEG signal via adaptive kernel density estimation-based hierarchical entropies. - Tao Zhang 047; Zhiwu Han; Xiaojuan Chen; Mingyang Li 006; Wanzhong Chen; Yang You; Yun Jiang; Xiao Zheng (Biomed. Signal Process. Control., 2021)

GNMF-based quadratic feature extraction in SSTFT domain for epileptic EEG detection. - Mingyang Li 006; Wanzhong Chen; Min Xia 002 (Biomed. Signal Process. Control., 2023)

A multi-classification algorithm based on multi-domain information fusion for motor imagery BCI. - Jiaqi Wang; Wanzhong Chen; Mingyang Li 006 (Biomed. Signal Process. Control., 2023)

EEG emotion recognition using attention-based convolutional transformer neural network. - Linlin Gong; Mingyang Li 006; Tao Zhang 047; Wanzhong Chen (Biomed. Signal Process. Control., 2023)

An overview: Attention mechanisms in multi-agent reinforcement learning. - Kai Hu 006; Keer Xu; Qingfeng Xia; Mingyang Li 006; Zhiqiang Song; Lipeng Song; Ning Sun (Neurocomputing, 2024)

A review of research on reinforcement learning algorithms for multi-agents. - Kai Hu 006; Mingyang Li 006; Zhiqiang Song; Keer Xu; Qingfeng Xia; Ning Sun; Peng Zhou 026; Min Xia 002 (Neurocomputing, 2024)

Emotion recognition using cross-modal attention from EEG and facial expression. - Rongxuan Cui; Wanzhong Chen; Mingyang Li 006 (Knowl. Based Syst., 2024)

Emotion recognition from multiple physiological signals using intra- and inter-modality attention fusion network. - Linlin Gong; Wanzhong Chen; Mingyang Li 006; Tao Zhang 047 (Digit. Signal Process., 2024)

Initiative, Immersive Human-Computer Interactions: Software-Defined Memristive Neural Networks for Nonlinear Heterogeneous Scheme in Internet of Brains. - Yuxuan Zhou; Wanzhong Chen; Linlin Li; Mingyang Li 006; Tao Zhang 047 (IEEE Internet Things J., 2024)

A hybrid EEG classification model using layered cascade deep learning architecture. - Chang Liu; Wanzhong Chen; Mingyang Li 006 (Medical Biol. Eng. Comput., 2024)

SAD-VER: A Self-supervised, Diffusion probabilistic model-based data augmentation framework for Visual-stimulus EEG Recognition. - Junjie Huang; Mingyang Li 006; Wanzhong Chen (Adv. Eng. Informatics, 2025)

SD-Meta: The Software-Defined Network of Human-Centric Metaverse for Multi-Lead or Multi-Media Data in Spread Spectrum Communications. - Yuxuan Zhou; Mingyang Li 006; Jingze Tong; Linlin Li; Zhiwei Yang 005 (ACM Trans. Multim. Comput. Commun. Appl., 2025)