Analysis of stationary dynamic neural networks on the basis of statistical linearizatoin method

被引：0

作者：

Ptitchkin, VA ^{[1
]}

机构：

[1] Belarussian State Univ Informat & Radioelect, Minsk 220027, BELARUS

来源：

8TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING, VOLS 1-3, PROCEEDING | 2001年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The approximate methods are proposed for determination of statistical moments of order 2 on the output of finite-memory dynamic neural networks and recurrent neural networks on the basis of similar characteristics of steady-state input process. The paper examines special features of application of statistical linearization method for analysis of the above-mentioned neural networks included in the closed-loop control contour.

引用

页码：1544 / 1549

页数：6