文件名称:bp3
- 所属分类:
- 人工智能/神经网络/遗传算法
- 资源属性:
- [Matlab] [源码]
- 上传时间:
- 2012-11-26
- 文件大小:
- 1kb
- 下载次数:
- 0次
- 提 供 者:
- Mingr*****
- 相关连接:
- 无
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三层前馈神经网络的BP算法。程序具有以下功能:
(1) 允许选择各层节点数;
(2) 允许选用不同的学习率η;
(3) 能对权值进行初始化,初始化用[-1、1]区间的随机数;
(4)允许选用单极性和双极性两种不同Sigmoid型转移函数。
-Three-tier feed-forward neural network BP algorithm. Procedures have the following functions: (1) allows to choose the number of nodes on each floor (2) allows selection of different learning rate η (3) be able to initialize the weights, initialized by [-1,1] interval random number (4) to allow selection of unipolar and bipolar type two different Sigmoid transfer function.
(1) 允许选择各层节点数;
(2) 允许选用不同的学习率η;
(3) 能对权值进行初始化,初始化用[-1、1]区间的随机数;
(4)允许选用单极性和双极性两种不同Sigmoid型转移函数。
-Three-tier feed-forward neural network BP algorithm. Procedures have the following functions: (1) allows to choose the number of nodes on each floor (2) allows selection of different learning rate η (3) be able to initialize the weights, initialized by [-1,1] interval random number (4) to allow selection of unipolar and bipolar type two different Sigmoid transfer function.
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bp3.m