Core-Brain-Network-Based Multilayer Convolutional Neural Network for Emotion Recognition. - Zhongke Gao; Rumei Li; Chao Ma 015; Linge Rui; Xinlin Sun (IEEE Trans. Instrum. Meas., 2021)

Rhythm-Dependent Multilayer Brain Network for the Detection of Driving Fatigue. - Wei-Dong Dang; Zhongke Gao; Dongmei Lv; Xinlin Sun; Chichao Cheng (IEEE J. Biomed. Health Informatics, 2021)

Attention-Based Parallel Multiscale Convolutional Neural Network for Visual Evoked Potentials EEG Classification. - Zhongke Gao; Xinlin Sun; Mingxu Liu; Wei-Dong Dang; Chao Ma 015; Guanrong Chen (IEEE J. Biomed. Health Informatics, 2021)

MHLCNN: Multi-Harmonic Linkage CNN Model for SSVEP and SSMVEP Signal Classification. - Wei-Dong Dang; Mengyu Li; Dongmei Lv; Xinlin Sun; Zhongke Gao (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

A Multifeatured Time-Frequency Neural Network System for Classifying sEMG. - Zhongke Gao; Yangyang Wang; Xinlin Sun; Peiyin Chen; Chao Ma 015 (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

A Novel Complex Network-Based Graph Convolutional Network in Major Depressive Disorder Detection. - Xinlin Sun; Chao Ma 015; Peiyin Chen; Mengyu Li; He Wang; Wei-Dong Dang; Chaoxu Mu; Zhongke Gao (IEEE Trans. Instrum. Meas., 2022)

A Multiscale Feature Extraction Network Based on Channel-Spatial Attention for Electromyographic Signal Classification. - Biao Sun; Beida Song; Jiajun Lv; Peiyin Chen; Xinlin Sun; Chao Ma 015; Zhongke Gao (IEEE Trans. Cogn. Dev. Syst., 2023)

EEG-Based Multi-Frequency Multilayer Network for Exploring the Brain State Evolution Underlying Motor Imagery. - Dongmei Lv; Weidong Dang; Xinlin Sun; Zhongke Gao (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)

Dynamic Threshold Distribution Domain Adaptation Network: A Cross-Subject Fatigue Recognition Method Based on EEG Signals. - Chao Ma 015; Meng Zhang; Xinlin Sun; He Wang; Zhongke Gao (IEEE Trans. Cogn. Dev. Syst., 2024)

Flashlight-Net: A Modular Convolutional Neural Network for Motor Imagery EEG Classification. - Weidong Dang; Dongmei Lv; Mengxiao Tang; Xinlin Sun; Yong Liu; Celso Grebogi; Zhongke Gao (IEEE Trans. Syst. Man Cybern. Syst., 2024)

EEG-Based Motor Imagery Recognition Framework via Multisubject Dynamic Transfer and Iterative Self-Training. - He Wang; Peiyin Chen; Meng Zhang; Jianbo Zhang; Xinlin Sun; Mengyu Li; Xiong Yang 001; Zhongke Gao (IEEE Trans. Neural Networks Learn. Syst., 2024)

WNOTNet: A Hybrid Wavelet Neural Operator and Transformer Framework for Enhanced EEG Denoising. - Xuheng Jiang; Xinlin Sun; Yushi Hao; Qing Cai; Hongjun Hou; Lili Xia; Haoyu Li; Guang Li; Zhongke Gao (IEEE Trans. Instrum. Meas., 2025)

SGL-Net: An Ultralightweight Fatigue Detection Network in Fast Deployment Scenarios. - Xinlin Sun; Yushi Hao; Wei Guo 026; Bochang Jiang; Haoyu Li; Chao Ma 015; Zhongke Gao (IEEE Trans. Instrum. Meas., 2025)