Structural synthesis of fast two-layer neural networks

被引：1
|
作者：
Dorogov, AY [1 ]
机构：
[1] St Petersburg State Electrotech Univ, St Petersburg, Russia
来源：
CYBERNETICS AND SYSTEMS ANALYSIS | 2000年 / 36卷 / 04期
关键词：
neural networks; two-layer neural networks; fast neural networks (FNNs); dense neural networks; one-rank networks; fast two-layer neural networks; number of degrees of freedom of neural networks; plasticity (trainability) of neural networks; structural synthesis of fast two-layer neural networks;
D O I：
10.1007/BF02667059
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Methods of construction of structural models of fast two-layer neural networks are considered. The methods are based on the criteria of minimum computing operations and maximum degrees of freedom. Optimal structural models of two-layer neural networks are constructed. Illustrative examples are given.
引用
收藏
页码：512 / 519
页数：8
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