SOME ASYMPTOTIC RESULTS FOR LEARNING IN SINGLE HIDDEN-LAYER FEEDFORWARD NETWORK MODELS

被引：240
|
作者：
WHITE, H
机构：
来源：
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION | 1989年 / 84卷 / 408期
关键词：
D O I：
10.2307/2290076
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
引用
收藏
页码：1003 / 1013
页数：11
相关论文
共 50 条
  • [21] A Single Hidden Layer Feedforward Network with Only One Neuron in the Hidden Layer Can Approximate Any Univariate Function
    Guliyev, Namig J.
    Ismailov, Vugar E.
    NEURAL COMPUTATION, 2016, 28 (07) : 1289 - 1304
  • [22] Extending hidden-layer backpropagation neural network and its' training algorithm
    School of Computer and Communication Engineering, China University of Petroleum, Dongying 257061, China
    不详
    Jisuanji Jicheng Zhizao Xitong, 2008, 11 (2284-2288):
  • [23] Robust Single-Hidden Layer Feedforward Network-Based Pattern Classifier
    Man, Zhihong
    Lee, Kevin
    Wang, Dianhui
    Cao, Zhenwei
    Khoo, Suiyang
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 23 (12) : 1974 - 1986
  • [24] A survey on metaheuristic optimization for random single-hidden layer feedforward neural network
    Han, Fei
    Jiang, Jing
    Ling, Qing-Hua
    Su, Ben-Yue
    NEUROCOMPUTING, 2019, 335 : 261 - 273
  • [25] Number determination of hidden-layer nodes for Hermite feed-forward neural network
    Zhang Y.-N.
    Xiao X.-C.
    Chen Y.-W.
    Zou A.-J.
    Zhejiang Daxue Xuebao(Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2010, 44 (02): : 271 - 275
  • [26] Modular Expansion of the Hidden Layer in Single Layer Feedforward Neural Networks
    Tissera, Migel D.
    McDonnell, Mark D.
    2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 2939 - 2945
  • [27] Extreme Learning Machine Combining Hidden-Layer Feature Weighting and Batch Training for Classification
    Wu, Chao
    Sang, Yu
    Gao, Yakun
    NEURAL PROCESSING LETTERS, 2023, 55 (08) : 10951 - 10973
  • [28] A Constructive Algorithm with Adaptive Sigmoidal Function for Designing Single Hidden Layer Feedforward Neural Network
    Sharma, Sudhir Kumar
    Chandra, Pravin
    MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 3867 - +
  • [29] Collapsing multiple hidden layers in feedforward neural networks to a single hidden layer
    Blue, JL
    Hall, LO
    APPLICATIONS AND SCIENCE OF ARTIFICIAL NEURAL NETWORKS II, 1996, 2760 : 44 - 52
  • [30] Single-Hidden Layer Feedforward Neual Network Training Using Class Geometric Information
    Iosifidis, Alexandros
    Tefas, Anastasios
    Pitas, Ioannis
    COMPUTATIONAL INTELLIGENCE, IJCCI 2014, 2016, 620 : 351 - 364
12345