NEURAL NETWORKS AND PRINCIPAL COMPONENT ANALYSIS - LEARNING FROM EXAMPLES WITHOUT LOCAL MINIMA

被引：761
|
作者：
BALDI, P [1 ]
HORNIK, K [1 ]
机构：
[1] UNIV CALIF SAN DIEGO,LA JOLLA,CA 92093
来源：
NEURAL NETWORKS | 1989年 / 2卷 / 01期
关键词：
D O I：
10.1016/0893-6080(89)90014-2
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
引用
收藏
页码：53 / 58
页数：6
相关论文
共 50 条
  • [1] LEARNING IN NEURAL NETWORKS WITH LOCAL MINIMA
    HESKES, TM
    SLIJPEN, ETP
    KAPPEN, B
    PHYSICAL REVIEW A, 1992, 46 (08): : 5221 - 5231
  • [2] Local linear neural networks based on principal component analysis
    Ramfath, L.
    Muenchof, M.
    Isermann, R.
    2006 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2006, 1-12 : 3050 - +
  • [3] LEARNING WITHOUT LOCAL MINIMA IN RADIAL BASIS FUNCTION NETWORKS
    BIANCHINI, M
    FRASCONI, P
    GORI, M
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 1995, 6 (03): : 749 - 756
  • [4] Avoiding local minima in feedforward neural networks by simultaneous learning
    Atakulreka, Akarachai
    Sutivong, Daricha
    AI 2007: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2007, 4830 : 100 - +
  • [5] Nonlinear principal component analysis by neural networks
    Hsieh, WW
    TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY, 2001, 53 (05) : 599 - 615
  • [6] A Family of Fuzzy Learning Algorithms for Robust Principal Component Analysis Neural Networks
    Lv, Jian Cheng
    Tan, Kok Kiong
    Yi, Zhang
    Huang, Sunan
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2010, 18 (01) : 217 - 226
  • [7] Nonlinear principal component analysis - Based on principal curves and neural networks
    Dong, D
    McAvoy, TJ
    COMPUTERS & CHEMICAL ENGINEERING, 1996, 20 (01) : 65 - 78
  • [8] Principal component analysis, neural networks and eigenvalues of matrices
    陈弘
    陈天平
    ChineseScienceBulletin, 1996, (11) : 967 - 968
  • [9] Principal component analysis using constructive neural networks
    Makki, B.
    Seyedsalehi, S. A.
    Hosseini, M. Noori
    Sadati, N.
    2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, 2007, : 558 - +
  • [10] Principal component analysis, neural networks and eigenvalues of matrices
    Chen, H
    Chen, TP
    CHINESE SCIENCE BULLETIN, 1996, 41 (11): : 967 - 968
12345