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

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

A novel seizure diagnostic model based on kernel density estimation and least squares support vector machine. - Mingyang Li; 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 (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 (Biomed. Signal Process. Control., 2019)

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

Classification Epileptic Seizures in EEG Using Time-Frequency Image and Block Texture Features. - Mingyang Li; 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; 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; Tao Zhang 047; Yun Jiang; Xiao Zheng (Biomed. Signal Process. Control., 2020)

Motor imagery EEG classification based on flexible analytic wavelet transform. - Yang You; Wanzhong Chen; Tao Zhang 047 (Biomed. Signal Process. Control., 2020)

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

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

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

Subbands and cumulative sum of subbands based nonlinear features enhance the performance of epileptic seizure detection. - Tao Zhang 047; Zhiwu Han; Xiaojuan Chen; 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; Wanzhong Chen; Yang You; Yun Jiang; Xiao Zheng (Biomed. Signal Process. Control., 2021)

Motor imagery EEG classification algorithm based on improved lightweight feature fusion network. - Zihang Yu; Wanzhong Chen; Tao Zhang 047 (Biomed. Signal Process. Control., 2022)

Heterogeneous Multi-Agent System for Brain-Computer Interaction in Routing and Forwarding With Memristive Neuron Networks. - Yuxuan Zhou; Wanzhong Chen; Linlin Li; Linlin Gong; Tao Zhang 047 (IEEE Trans. Parallel Distributed Syst., 2022)

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

Emotion recognition from multiple physiological signals using intra- and inter-modality attention fusion network. - Linlin Gong; Wanzhong Chen; Mingyang Li; 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; Tao Zhang 047 (IEEE Internet Things J., 2024)