期刊与会议论文

代表作,按年份降序
2026
01
Interpretable Gradient-Scored Sparse Polynomial Network for Seizure Detection
Y. Yan, J. Zhu, Y. Cao, J. Cai, S. Fang, S. Rong, A. D. Cheok
Information SciencesIF 6.8一区 Top癫痫检测EEG分类
2026
02
Residual Multi-Dimensional Taylor Network for Epileptic Electroencephalography Detection
Y. Yan, G. Liu, H. Cai, E. Q. Wu, J. Cai, A. D. Cheok, N. Liu, A. Song
Engineering Applications of Artificial IntelligenceIF 8一区 Top癫痫检测EEG分类
2026
2025
03
A Neuromorphic Approach for Brain-Machine Interface Using Spiking Neural Networks
G. Liu, Y. Yan, S. He, J. Cai, A. D. Cheok, E. Q. Wu, A. Song
IEEE EMBC 2025脑机接口SNN
2025
04
A More Rational and Efficient Kalman Filter Design for Motor Brain-Machine Interfaces
G. Liu, Y. Yan, J. Cai, A. D. Cheok, E. Q. Wu, A. Song
IEEE EMBC 2025脑机接口运动解码
2025
05
Polynomial Gated Network: An Intelligent Classification Method for Driver Fatigue Based on EEG Analysis
C. Huangfu, Y. Yan, N. Liu, J. Cai, S. Fang, E. Q. Wu, C. Hua, A. Song
MeasurementIF 5.6二区疲劳检测EEG分类
2025
2024
06
GCD: Graph Contrastive Denoising Module for GNNs in EEG Classification
G. Liu, Y. Yan, J. Cai, E. Q. Wu, S. Fang, A. D. Cheok, A. Song
Expert Systems with ApplicationsIF 7.5一区 TopEEG分类图神经网络
2024
07
A Review of Graph Theory-Based Diagnosis of Neurological Disorders Based on EEG and MRI
Y. Yan, G. Liu, H. Cai, E. Q. Wu, J. Cai, A. D. Cheok, N. Liu, T. Li, Z. Fan
NeurocomputingIF 5.5二区综述EEG分类
2024
08
WKLD-Based Feature Extraction for Diagnosis of Epilepsy Based on EEG
H. Cai, Y. Yan, G. Liu, J. Cai, A. D. Cheok, N. Liu, C. Hua, J. Lian, Z. Fan, A. Chen
IEEE Access癫痫检测EEG分类
2024
2023
09
VR Vertigo Level Classification Using a Multi-Dimensional Taylor Network Approach
Z. Wang, Y. Yan, J. Cai, C. Hua, N. Liu, Q. Chen, M. Li, D. Zhang
IEEE AccessVR眩晕EEG分类
2023

荣誉奖项

2025
中国技协职工技术创新成果二等奖
基于脑电信号与新型可解释机器学习方法的脑科疾病诊断研究,第一完成人,2025年2月
2024
大学生创新大赛国际赛道国家铜奖
NeuroLynx — Portable Monitoring and Diagnosis Device for Neurological Disorders,指导老师:严颖
2024
全省职工"五小"活动省级入库项目
第一完成人,2024年9月
2024
江北新区"科创江北"高价值专利培育大赛一等奖
第四届"科创江北、搏动未来"高价值专利培育大赛,南京,2024年4月
2024
金牛湖产教融合园区"优秀双创导师"
2024年度"双创之星"评定,金牛湖产教融合园区
2023
IEEE PHM 最佳会议论文奖(Best Paper Award)
第14届 IEEE Global Reliability & Prognostics and Health Management Conference,杭州,2023年10月
2023
江苏省自动化学会科学技术奖三等奖
智能建筑暖通空调系统的故障诊断与预测研究,第一完成人,南京,2024年2月