Complex-Valued Neural Network and Complex-Valued Backpropagation Learning Algorithm

被引:7
|
作者
Nitta, Tohru [1 ]
机构
[1] Natl Inst Adv Ind Sci & Technol, Tsukuba, Ibaraki 3058568, Japan
关键词
D O I
10.1016/S1076-5670(08)00604-6
中图分类号
O59 [应用物理学];
学科分类号
摘要
引用
收藏
页码:153 / 220
页数:68
相关论文
共 50 条
  • [1] CONTINUOUS COMPLEX-VALUED BACKPROPAGATION LEARNING
    HIROSE, A
    [J]. ELECTRONICS LETTERS, 1992, 28 (20) : 1854 - 1855
  • [2] Novel complex-valued neural network for dynamic complex-valued matrix inversion
    Liao B.
    Xiao L.
    Jin J.
    Ding L.
    Liu M.
    [J]. 2016, Fuji Technology Press (20) : 132 - 138
  • [3] Novel Complex-Valued Neural Network for Dynamic Complex-Valued Matrix Inversion
    Liao, Bolin
    Xiao, Lin
    Jin, Jie
    Ding, Lei
    Liu, Mei
    [J]. JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2016, 20 (01) : 132 - 138
  • [4] Complex-Valued Feedforward Neural Networks Learning Without Backpropagation
    Guo, Wei
    Huang, He
    Huang, Tingwen
    [J]. NEURAL INFORMATION PROCESSING (ICONIP 2017), PT IV, 2017, 10637 : 100 - 107
  • [5] Uniqueness of feedforward complex-valued neural network with a given complex-valued function
    Nitta, T
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, 2001, 69 : 550 - 554
  • [6] Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks
    Tan, Zhi-Hao
    Xie, Yi
    Jiang, Yuan
    Zhou, Zhi-Hua
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35 (NEURIPS 2022), 2022,
  • [7] Adaptive complex-valued stepsize based fast learning of complex-valued neural networks
    Zhang, Yongliang
    Huang, He
    [J]. NEURAL NETWORKS, 2020, 124 : 233 - 242
  • [8] Prediction of Complex-Valued Signals by Using Complex-Valued LMK Algorithm
    Menguc, Engin Cemal
    Acir, Nurettin
    [J]. 2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2017,
  • [9] Convergence of Batch Split-Complex Backpropagation Algorithm for Complex-Valued Neural Networks
    Zhang, Huisheng
    Zhang, Chao
    Wu, Wei
    [J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2009, 2009
  • [10] Is a Complex-Valued Stepsize Advantageous in Complex-Valued Gradient Learning Algorithms?
    Zhang, Huisheng
    Mandic, Danilo P.
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 27 (12) : 2730 - 2735