Tao Zhang

23 papers Journal 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
DAFF-SNN: Dual Attention-Driven and Feature Fusion-Based Spiking Neural Network for Epilepsy Detection Based on Electroencephalogram.
IEEE J. Biomed. Health Informatics
Tao Zhang, Lanqi He, Dingguo Zhang, Mingyang Li, Zhiyong Chang
2025 J jnl
TDSFE-Net: A Temporal Dual-Stream Feature Extraction Network for Depression Detection From EEG.
IEEE J. Biomed. Health Informatics
Mingyang Li, Zhiwei Wang, Xi Yang, Tao Zhang
2024 J jnl
Emotion recognition from multiple physiological signals using intra- and inter-modality attention fusion network.
Digit. Signal Process.
Linlin Gong, Wanzhong Chen, Mingyang Li, Tao Zhang
2024 J jnl
Initiative, Immersive Human-Computer Interactions: Software-Defined Memristive Neural Networks for Nonlinear Heterogeneous Scheme in Internet of Brains.
IEEE Internet Things J.
Yuxuan Zhou, Wanzhong Chen, Linlin Li, Mingyang Li, Tao Zhang
2023 J jnl
EEG emotion recognition using attention-based convolutional transformer neural network.
Biomed. Signal Process. Control.
Linlin Gong, Mingyang Li, Tao Zhang, Wanzhong Chen
2022 J jnl
Heterogeneous Multi-Agent System for Brain-Computer Interaction in Routing and Forwarding With Memristive Neuron Networks.
IEEE Trans. Parallel Distributed Syst.
Yuxuan Zhou, Wanzhong Chen, Linlin Li, Linlin Gong, Tao Zhang
2022 J jnl
Motor imagery EEG classification algorithm based on improved lightweight feature fusion network.
Biomed. Signal Process. Control.
Zihang Yu, Wanzhong Chen, Tao Zhang
2021 J jnl
Assessing multi-layered nonlinear characteristics of ECG/EEG signal via adaptive kernel density estimation-based hierarchical entropies.
Biomed. Signal Process. Control.
Tao Zhang, Zhiwu Han, Xiaojuan Chen, Mingyang Li, Wanzhong Chen, Yang You, Yun Jiang, Xiao Zheng
2021 J jnl
Subbands and cumulative sum of subbands based nonlinear features enhance the performance of epileptic seizure detection.
Biomed. Signal Process. Control.
Tao Zhang, Zhiwu Han, Xiaojuan Chen, Wanzhong Chen
2021 J jnl
Synchroextracting chirplet transform-based epileptic seizures detection using EEG.
Biomed. Signal Process. Control.
Yun Jiang, Wanzhong Chen, Mingyang Li, Tao Zhang, Yang You
2020 J jnl
Automatic focal and non-focal EEG detection using entropy-based features from flexible analytic wavelet transform.
Biomed. Signal Process. Control.
Yang You, Wanzhong Chen, Mingyang Li, Tao Zhang, Yun Jiang, Xiao Zheng
2020 J jnl
Classification Epileptic Seizures in EEG Using Time-Frequency Image and Block Texture Features.
IEEE Access
Mingyang Li, Xiaoying Sun, Wanzhong Chen, Yun Jiang, Tao Zhang
2020 J jnl
Decoding human brain activity with deep learning.
Biomed. Signal Process. Control.
Xiao Zheng, Wanzhong Chen, Mingyang Li, Tao Zhang, Yang You, Yun Jiang
2020 J jnl
Developing multi-component dictionary-based sparse representation for automatic detection of epileptic EEG spikes.
Biomed. Signal Process. Control.
Yun Jiang, Wanzhong Chen, Tao Zhang, Mingyang Li, Yang You, Xiao Zheng
2020 J jnl
Ensemble deep learning for automated visual classification using EEG signals.
Pattern Recognit.
Xiao Zheng, Wanzhong Chen, Yang You, Yun Jiang, Mingyang Li, Tao Zhang
2020 J jnl
Motor imagery EEG classification based on flexible analytic wavelet transform.
Biomed. Signal Process. Control.
Yang You, Wanzhong Chen, Tao Zhang
2019 J jnl
Classification of inter-ictal and ictal EEGs using multi-basis MODWPT, dimensionality reduction algorithms and LS-SVM: A comparative study.
Biomed. Signal Process. Control.
Tao Zhang, Wanzhong Chen, Mingyang Li
2019 J jnl
FuzzyEn-based features in FrFT-WPT domain for epileptic seizure detection.
Neural Comput. Appl.
Mingyang Li, Wanzhong Chen, Tao Zhang
2018 J jnl
A novel seizure diagnostic model based on kernel density estimation and least squares support vector machine.
Biomed. Signal Process. Control.
Mingyang Li, Wanzhong Chen, Tao Zhang
2018 J jnl
Fuzzy distribution entropy and its application in automated seizure detection technique.
Biomed. Signal Process. Control.
Tao Zhang, Wanzhong Chen, Mingyang Li
2017 J jnl
AR based quadratic feature extraction in the VMD domain for the automated seizure detection of EEG using random forest classifier.
Biomed. Signal Process. Control.
Tao Zhang, Wanzhong Chen, Mingyang Li
2017 J jnl
Automatic epileptic EEG detection using DT-CWT-based non-linear features.
Biomed. Signal Process. Control.
Mingyang Li, Wanzhong Chen, Tao Zhang
2017 J jnl
Classification of epilepsy EEG signals using DWT-based envelope analysis and neural network ensemble.
Biomed. Signal Process. Control.
Mingyang Li, Wanzhong Chen, Tao Zhang