ROBUSTNESS IN MULTILAYER PERCEPTRONS

被引：32
|
作者：
KERLIRZIN, P
VALLET, F
机构：
来源：
NEURAL COMPUTATION | 1993年 / 5卷 / 03期
关键词：
D O I：
10.1162/neco.1993.5.3.473
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we study the robustness of multilayer networks versus the destruction of neurons. We show that the classical backpropagation algorithm does not lead to optimal robustness and we propose a modified algorithm that improves this capability.
引用
收藏
页码：473 / 482
页数：10
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