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
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
  • [41] A Free From Local Minima Algorithm for Training Regressive MLP Neural Networks
    Montisci, Augusto
    ADVANCES IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING, 2024, 4 (01): : 2103 - 2112
  • [42] Neural network learning to non-linear principal component analysis
    Jiang, JH
    Wang, JH
    Chu, X
    Yu, RQ
    ANALYTICA CHIMICA ACTA, 1996, 336 (1-3) : 209 - 222
  • [43] Neural network learning for principal component analysis: A multistage decomposition approach
    Feng, DZ
    Zhang, XD
    Bao, Z
    CHINESE JOURNAL OF ELECTRONICS, 2004, 13 (01): : 1 - 7
  • [45] Learning neural networks based on examples
    Enachescu, Calin
    EUROPEAN INTEGRATION: BETWEEN TRADITION AND MODERNITY, VOL 1, 2005, : 499 - 510
  • [46] Biologically Plausible Online Principal Component Analysis Without Recurrent Neural Dynamics
    Minden, Victor
    Pehlevan, Cengiz
    Chklovskii, Dmitri B.
    2018 CONFERENCE RECORD OF 52ND ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2018, : 104 - 111
  • [47] Topological local principal component analysis
    Liu, ZY
    Xu, L
    NEUROCOMPUTING, 2003, 55 (3-4) : 739 - 745
  • [48] Topological local principal component analysis
    Liu, ZG
    Xu, L
    ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING: COMPUTATIONAL INTELLIGENCE FOR THE E-AGE, 2002, : 1346 - 1350
  • [49] Learning from examples in artificial neural networks: A simple example
    Engel, A
    ZEITSCHRIFT FUR PHYSIKALISCHE CHEMIE-INTERNATIONAL JOURNAL OF RESEARCH IN PHYSICAL CHEMISTRY & CHEMICAL PHYSICS, 1998, 204 : 19 - 26
  • [50] Local Functional Principal Component Analysis
    Mas, Andre
    COMPLEX ANALYSIS AND OPERATOR THEORY, 2008, 2 (01) : 135 - 167