文件名称:bp3
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- 上传时间:2012-10-22
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文件大小:1.19kb
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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.
相关搜索: feed forward
feed forward matlab
feed forward neural network
feed forward neural network
神经网络
learning rate in neural network
bipolar
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