GPU implementation of the feedforward neural network with modified Levenberg-Marquardt algorithm

被引:0
|
作者
Tomislav, Bacek [1 ]
Majetic, Dubravko [1 ]
Brezak, Danko [1 ]
机构
[1] Department of Robotics and Production System Automation, University of Zagreb, Croatia
关键词
Algorithm implementation - Bench-mark problems - GPU implementation - Levenberg-Marquardt - Levenberg-Marquardt algorithm - Parallel implementations - Parallel structures - Parallelizations;
D O I
6889487
中图分类号
学科分类号
摘要
引用
收藏
页码:785 / 791
相关论文
共 50 条
  • [1] GPU Implementation of the Feedforward Neural Network with Modified Levenberg-Marquardt Algorithm
    Tomislav, Bacek
    Majetic, Dubravko
    Brezak, Danko
    [J]. PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 785 - 791
  • [2] A New Levenberg-Marquardt Algorithm for feedforward neural networks
    Li, Yanlai
    Wang, Kuanquan
    Li, Tao
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 3516 - 3519
  • [3] Parallel Approach to the Levenberg-Marquardt Learning Algorithm for Feedforward Neural Networks
    Bilski, Jaroslaw
    Smolag, Jacek
    Zurada, Jacek M.
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT I, 2015, 9119 : 3 - 14
  • [4] Stability Analysis of the Modified Levenberg-Marquardt Algorithm for the Artificial Neural Network Training
    Rubio, Jose de Jesus
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (08) : 3510 - 3524
  • [5] Adaptive Levenberg-Marquardt Algorithm: A New Optimization Strategy for Levenberg-Marquardt Neural Networks
    Yan, Zhiqi
    Zhong, Shisheng
    Lin, Lin
    Cui, Zhiquan
    [J]. MATHEMATICS, 2021, 9 (17)
  • [6] Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks
    Bilski, Jaroslaw
    Smolag, Jacek
    Kowalczyk, Bartosz
    Grzanek, Konrad
    Izonin, Ivan
    [J]. JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH, 2023, 13 (02) : 45 - 61
  • [7] Neighborhood based Levenberg-Marquardt algorithm for neural network training
    Lera, G
    Pinzolas, M
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2002, 13 (05): : 1200 - 1203
  • [8] Research and application of RBF neural network based on modified Levenberg-Marquardt
    Yang, Yanxia
    Wang, Pu
    Gao, Xuejin
    Gao, Huihui
    Qi, Zeyang
    [J]. JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2022, 22 (05) : 1597 - 1619
  • [9] Backpropagation and Levenberg-Marquardt Algorithm for Training Finite Element Neural Network
    Reynaldi, Arnold
    Lukas, Samuel
    Margaretha, Helena
    [J]. 2012 SIXTH UKSIM/AMSS EUROPEAN SYMPOSIUM ON COMPUTER MODELLING AND SIMULATION (EMS), 2012, : 89 - 94
  • [10] Accelerated Levenberg-Marquardt Algorithm for Radial Basis Function Neural Network
    Ma Miaoli
    Wu Xiaolong
    Han Honggui
    [J]. 2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 6804 - 6809