FACTORING NETWORKS BY A STATISTICAL-METHOD

被引：7

作者：

MORGAN, N ^{[1
]}

BOURLARD, H ^{[1
]}

机构：

[1] LERNOUT & HAUSPIE SPEECHPROD,B-8900 IEPER,BELGIUM

来源：

NEURAL COMPUTATION | 1992年 / 4卷 / 06期

关键词：

D O I：

10.1162/neco.1992.4.6.835

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We show that it is possible to factor a multilayered classification network with a large output layer into a number of smaller networks, where the product of the sizes of the output layers equals the size of the original output layer. No assumptions of statistical independence are required.

引用

页码：835 / 838

页数：4

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