Network inversion for complex-valued neural networks

被引：0

作者：

Ogawa, T ^{[1
]}

Kanada, H ^{[1
]}

机构：

[1] Takushoku Univ, Dept Elect & Comp Syst, Tokyo 1930985, Japan

来源：

2005 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Vols 1 and 2 | 2005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 network inversion method using multilayer neural network was proposed and has been studied for the purpose of solving inverse problems. The original network inversion method has been applied to usual multilayer neural network with real-valued inputs and outputs. The method using neural network with complex-valued inputs and outputs is needed for the general inverse problems including complex numbers. In this study, the complex-valued network inversion method is proposed to solve the inverse problems with complex numbers. A simple simulation of inverse mapping is carried out to confirm the proposed method.

引用

页码：850 / 855

页数：6

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