[1] Weili Guo, Haikun Wei, Yew-Soon Ong, Jaime Rubio Hervas, Junsheng Zhao, Hai Wang, Kanjian Zhang. Numerical analysis near singularities in RBF networks. Journal of Machine Learning Research, 2018, 19: 1-39. (机器学习顶刊,CCF A类期刊)
[2] Weili Guo, Yew-Soon Ong, Yingjiang Zhou, Haikun Wei,Jaime Rubio Hervas, Aiguo Song. Fisher information matrix of unipolar activation function based multilayer perceptrons. IEEE Transactions on Cybernetics. 2019, 49(8): 3088-3098. (中科院一区)
[3] Weili Guo, Junsheng Zhao, Jinxia Zhang, Haikun Wei, Aiguo Song, Kanjian Zhang. Stability analysis of opposite singularity in multilayer perceptrons. Neurocomputing. 2018, 282: 192-201.
[4] Weili Guo, Haikun Wei, Junsheng Zhao, Kanjian Zhang. Theoretical and numerical analysis of learning dynamics near singularity in multilayer perceptrons. Neurocomputing. 2015, 151: 390-400.
[5] Weili Guo, Haikun Wei, Junsheng Zhao, Kanjian Zhang. Averaged learning equations of error-function-based multilayer perceptrons. Neural Computing & Applications. 2014, 25(3-4): 825-832.
[6]郭伟立,魏海坤,赵军圣,张侃健.多层感知器模型互反奇异性区域学习动态的理论分析. 控制理论与应用. 2014, 31(2): 140-147.
[7] Weili Guo, Liping Xie, Zhenyong Fu, Jianhui Guo, Guochen Pang, Jian Yang. Analytical form of Fisher information matrix of bipoloar-activation-function-based multilayer perceptrons. 2020 International Joint Conference on Neural Networks (IJCNN), 1-8.
[8] Weili Guo,HaikunWei,Tianhong Liu, Aiguo Song, Kanjian Zhang. An adaptive natural gradient method with adaptive step size in multilayer perceptrons. 2017 Chinese Automation Congress (CAC), 2017: 1593-1597.
[9] Weili Guo, Haikun Wei, Junsheng Zhao, Weiling Li, Kanjian Zhang. Application of the Error Function in analyzing the learning dynamics near singularities of the multilayer perceptrons. Proceeding of the 31st Chinese Control Conference (CCC2012). 2012: 3240-3243.
[10] Weili Guo, Haikun Wei, Junsheng Zhao, Kanjian Zhang. Numerical analysis of the RBF networks near singularities. Proceeding of the 32nd Chinese Control Conference (CCC2013). 2013: 3344-3347.