phaue
所属分类:数学计算
开发工具:Visual C++
文件大小:5KB
下载次数:0
上传日期:2018-11-21 03:31:05
上 传 者:
Domunis
说明: 模式提取算法,它把神经网络的学习过程看作,最优化问题的随机并行算法,
(The pattern extraction algorithm, which regards the learning process of neural networks as a stochastic parallel algorithm for optimization problems,)
文件列表:
BALOPEX.CPP (19104, 2001-02-16)
Usage:
ALOPEX TrainFileName ParmFileName WeightFileName
Parm file format:
Qzero - Sigmoidal Gain (Neuron sigmoidal fn's Temperature)
ETA - ALOPEX learning rate
delta - ALOPEX step size
T - Alopex's temperature const (starting value)
MaxIter - Max # of iterations
ERRTOL - Error Tolerence for converence
NumLayers - Number of layers in target network
N(input) - Number of neurons in input layer
N(hidden1) - Number of neurons in 1st hidden layer
N(hidden2) - Number of neurons in 2nd hidden layer (if present)
.
.
.
N(hiddenK) - Number of neurons in Kth hidden layer (if present)
N(output) - Number of neurons in output hidden layer
Trainining file format:
NumPatterns - Number of patterns in training set
I0 I1 ... In D - Real input for each input / desire value for pattern 1
I0 I1 ... In D - Real input for each input / desire value for pattern 2
. . . .
. . . .
. . . .
I0 I1 ... In D - Real input for each input / desire value for pattern P
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