Convergence of online gradient method for pi-sigma neural networks

被引：0
|
作者：
Department of Applied Mathematics, Dalian University of Technology, Dalian 116024, China [1 ]
不详 [2 ]
机构：
来源：
J. Comput. Inf. Syst. | 2007年 / 6卷 / 2345-2352期
关键词：
Neural networks;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Convergence analysis of online gradient method for BP neural networks
    Wu, Wei
    Wang, Jian
    Cheng, Mingsong
    Li, Zhengxue
    NEURAL NETWORKS, 2011, 24 (01) : 91 - 98
  • [2] Convergence Analysis of Online Gradient Method for High-Order Neural Networks and Their Sparse Optimization
    Fan, Qinwei
    Kang, Qian
    Zurada, Jacek M.
    Huang, Tingwen
    Xu, Dongpo
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (12) : 18687 - 18701
  • [3] An online gradient method with momentum for two-layer feedforward neural networks
    Zhang, Naimin
    APPLIED MATHEMATICS AND COMPUTATION, 2009, 212 (02) : 488 - 498
  • [4] Provable convergence of Nesterov?s accelerated gradient method for over-parameterized neural networks
    Liu, Xin
    Pan, Zhisong
    Tao, Wei
    KNOWLEDGE-BASED SYSTEMS, 2022, 251
  • [5] Convergence rates for shallow neural networks learned by gradient descent
    Braun, Alina
    Kohler, Michael
    Langer, Sophie
    Walk, Harro
    BERNOULLI, 2024, 30 (01) : 475 - 502
  • [6] Lp approximation capabilities of sum-of-product and sigma-pi-sigma neural networks
    Long, Jinling
    wu, Wei
    Nan, Dong
    INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2007, 17 (05) : 419 - 424
  • [7] Performance Optimization and Interpretability of Recurrent Sigma-Pi-Sigma Neural Networks on Application of IoE Data
    Deng, Fei
    Zhang, Liqing
    IEEE INTERNET OF THINGS JOURNAL, 2025, 12 (04): : 3639 - 3653
  • [8] Convolutional neural networks with fractional order gradient method
    Sheng, Dian
    Wei, Yiheng
    Chen, Yuquan
    Wang, Yong
    NEUROCOMPUTING, 2020, 408 : 42 - 50
  • [9] A Quotient Gradient Method to Train Artificial Neural Networks
    Khodabandehlou, Hamid
    Fadali, Mohammad Sami
    2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2017, : 2576 - 2581
  • [10] Using Euler's Method to Prove the Convergence of Neural Networks
    Jerray, Jawher
    Saoud, Adnane
    Fribourg, Laurent
    IEEE CONTROL SYSTEMS LETTERS, 2022, 6 : 3224 - 3228
12345