Research About Algorithm and Application of Tunable Activation Function Neural Network

被引：0
|
作者：
Wang, Zhengwu [1 ]
Cui, Hang [2 ]
机构：
[1] First Aeronaut Inst Air Force, Xinyang, Henan, Peoples R China
[2] Zhengzhou Univ, Zhengzhou, Herts, Peoples R China
来源：
PROCEEDINGS OF THE FIRST SYMPOSIUM ON AVIATION MAINTENANCE AND MANAGEMENT-VOL II | 2014年 / 297卷
关键词：
Tunable activation function; Neural network; Algorithm; Diagnosis;
D O I：
10.1007/978-3-642-54233-6_6
中图分类号：
V [航空、航天];
学科分类号：
08 ; 0825 ;
摘要：
The paper improved the traditional transferring pattern and function about the BP neural network, it replaced the fixed transfer function with the mutative activation function to construct the tunable activation function neural network; it also gave the improved network algorithm and the conclusion. The actual diagnosis was imitated on the engine lubricating oil fault; the simulation indicated the method had the characters that the convergence speed was quick; the precision was high, and the generalization capability was best.
引用
收藏
页码：55 / 61
页数：7
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