杜元花 简介
（2023年5月16日更新）
【个人简介】
杜元花，女，副教授，生于1987年，电子科技大学数学科学学院博士研究生毕业，博士学位。
【招收学科】
数学
大数据技术与工程
【研究方向】
1．动力系统稳定性及应用
2．模式识别
3. 机器学习
【在研项目】
1.若干非线性发展方程的动力学分岔与精确解研究，四川省自然科学基金面上项目（2023NSFSC0071）主研人
2.分数阶模糊细胞神经网络的控制器设计及应用，四川省自然科学基金青年基金项目(2023NSFSC1362)主研人
【完成项目】
1．复杂随机切换系统的可靠性控制与滤波器设计，国家自然科学基金（11901063），负责人
【发表论文】
1.Yuanhua Du, Shouming Zhong, Nan Zhou, Lei Nie, Wenqin Wang:Exponential passivity of BAM neural networks with time-varying delays. Applied Mathematics and Computation，2013.6， 221: 727-740 . （第一作者）
2. Yuanhua Du, Shouming Zhong, Nan Zhou, Kaibo Shi, Jun Cheng:Exponential stability for stochastic Cohen-Grossberg BAM neural networks with discrete and distributed time-varying delays. Neurocomputing ,2014.3.15,127: 144-151 .（第一作者）
3. Yuanhua Du, Shouming Zhong, Nan Zhou: Global asymptotic stability of Markovian jumping stochastic Cohen-Grossberg BAM neural networks with discrete and distributed time-varying delays. Applied Mathematics and Computation,2014.6.21, 243: 624-636 .（第一作者）
4.Yuanhua Du, Shouming Zhong, Jia Xu, Nan Zhou: Delay-dependent exponential passivity of uncertain cellular neural networks with discrete and distributed time-varying delays,1．Yuanhua Du, Shouming Zhong, Nan Zhou, Lei Nie, Wenqin Wang:Exponential passivity of BAM neural networks with time-varying delays. Applied Mathematics and Computation，2013.6， 221: 727-740 . （第一作者）
5. Yuanhua Du, Shouming Zhong , Nan Zhou and Lei Nie:Complete delay-decomposing approach to exponential stability for uncertain cellular neural networks with discrete and distributed time-varying delays,International Journal of Control Automation and Systems,2016,14:1012-1020.（第一作者）
6.Yuanhua Du Xinzhi Liu Shouming Zhong,Robust reliable H∞ control for neural networks with mixed time delays, Chaos Solitons and Fractals 2016.4.3,91 :1–8.（第一作者）
7. Wu Wen, Yuanhua Du, Shouming Zhong, Jia Xu and Nan Zhou，Global asymptotic stability of piecewise homogeneous Markovian jump BAM neural networks with discrete and distributed time-varying delays， Advances in Difference Equations，2016，2016: 60.（通讯作者）
8.Yuanhua Du,Yuqian Zhou,Kaibo Shi,Yaoru Yang. H∞ Controller Design for
Singular Stochastic Markovian Jump System With Time-Varying Delay,IEEE ACCESS，2019,2019(7), 147883-147891.（第一作者）
9. Yuanhua Du, Jian Huang, Xiuyu Huang, Kaibo Shi ,Nan Zhou,Dual attentive fusion for EEG-based brain-computer interfaces, Frontiers in Neuroscience,2022, DOI：10.3389/fnins.2022.1044631.(第一作者）
10. Nan Zhou, Badong Chen, Yuanhua Du, Tao Jiang, Yangyang Xu. Maximum correntropy criterion-based robust semisupervised concept factorization for image representation[J]. IEEE transactions on neural networks and learning systems, 2020, 31(10): 3877-3891.（通讯作者）
11.Nan Zhou, Kup-Sze Choi, Badong Chen, Yuanhua Du, Jun Liu, Yangyang Xu. Correntropy based Low-rank Matrix Factorization with Constraint Graph Learning for Image Clustering, IEEE transactions on neural networks and learning systems. IEEE 【联系方式】
TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,2022. DOI: 10.1109/TNNLS.2022.3166931（通讯作者）
12. Nan Zhou, Yuanhua Du, Jun Liu, Xiuyu Huang, Xiao Shen, Kup-Sze Choi. Robust Semi-supervised Data Representation and Imputation by Correntropy based Constraint Nonnegative Matrix Factorization, Applied Intelligence.2022，DOI：10.1007/s10489-022-03884-8（通讯作者）
【联系方式】
电子邮件：duyh@cuit.edu.cn
