节点文献
激活函数对BP网络性能的影响及其仿真研究
The Effect of Activation Function on the Performance of BP Network and Its Simulation Research
【摘要】 本文对几种常用的网络激活函数及其对BP网络性能的影响作了介绍 ,并且举了两实例进行仿真研究 ,最后得出结论。该结论对设计BP网络时选用激活函数能有所参考。
【Abstract】 In this paper,several common activation functions are presented as well as its effect on the performance of BP network.Then two examples are simulated and the results are studied.At last the conclusion is drew and it may provide some referral when people design BP network.
- 【文献出处】 自动化技术与应用 ,Techniques of Automation and Applications , 编辑部邮箱 ,2002年04期
- 【分类号】TP391.9
- 【被引频次】144
- 【下载频次】581