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Description: LVQ神经网络结构
LVQ1学习算法
LVQ2学习算法及特点
LVQ神经网络学习算法的MATLAB实现
LVQ神经网络应用示例
LVQ神经网络与SOM神经网络的区别
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Size: 193554 |
Author: shengdong1979 |
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Description: 经典的SOM人工神经网络例子源码-classic example ANN FOSS
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Size: 108544 |
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Description: SOM算法,matlab程序,是经典的教科书的例子程序-SOM algorithm, Matlab procedures, are classic textbook example of procedures
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Size: 427008 |
Author: 郭攀红 |
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Description: 一个MATALAB写的SOM神经网络原代码程序-a MATALAB write SOM neural network source procedures!
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Size: 1024 |
Author: 余建波 |
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Description: 基于MATLAB的SOM神经网络设计源程序-MATLAB-based SOM neural network design source
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Size: 4096 |
Author: lihuan |
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Description: 几个神经网络算法的例程，包括前向adaline, 共振art1, boltzman机, hopfield 网络, 自组织som 等等.-several neural network algorithm routines, including In this paper before, art1 resonance, Boltzman machine, hopfield networks, self-organizing som, and so on.
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Size: 334848 |
Author: Z. Y. GU |
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Description: 采用神经网络中的SOM网络，对数据进行分类-The use of neural networks in the SOM network, the data classification
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Size: 1024 |
Author: 余洁 |
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Description: 有SOM、LVQ、ART三種不同方式的類神經網路可以參考的實例-Has SOM, LVQ, ART in three different modes of neural network can refer to examples of
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Size: 6144 |
Author: 陳曉 |
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Description: 基于MATLAB实现的说话人识别程序，分别用bp、pnn、som、rbf、lvq等算法，对语音文件进行训练和测试，效果不错。~..~
下面说明一下bprengong程序：
数据分别用来训练和测试两部分。
具体程序分为两部分，第一部分为：计算识别模型 变量v是mfcc处理以后的矢量。因为数据可能长短不一，所以放在同一进行截取。p的每一行代表一个语音数据（共15个）。变量Pr为每一行的最大最小值。变量T为目标值。输出神经元个数为15。
在训练阶段，如果用于训练的输入训练样本的类别标号为i（即语音数据的标号），则训练时设第i个节点的期望输出设为1。其余节点期望输出均为0。
在识别时，当一个未知类别的样本作用到输入端时，考查各输出节点的输出，并将这个样本的类别判定为输出值最大的那个节点对应的类别。
-err
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Size: 658432 |
Author: wang |
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Description: 用matlab中som实现的iris分类，包括分类的精确度-Using matlab in som realize the iris classification, including classification accuracy
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Size: 1024 |
Author: wz |
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Description: This function can inflexibly used by the programmers who want to find neighbor in som
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Size: 2048 |
Author: jeraggio |
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Description: lvq méthode indexation basé sur le som clustering
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Size: 1024 |
Author: chergui |
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Description: som with java for clustering map and prépare map for lvq
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Size: 2543616 |
Author: chergui |
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Description: A great document about SOm and LVQ
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Size: 108544 |
Author: asdfgh |
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Description: 人工神经网络的c++实现方法，包括BP,RBF,SOM,LVQ等网络的源程序-Artificial neural network c++ realization, including BP, RBF, SOM, LVQ and other network source
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Size: 108544 |
Author: feng lili |
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Description: This project compares the performance of SOM versus LVQ in classification problems.
Given two data sets:
‘iris.dat’ has 150 patterns of 3 classes with 4 features.
‘wine.dat’ has 178 patterns of 3 classes with 13 features.
For SOM, use its algorithm (not use MATLAB tool), but for LVQ use MATLAB tool.
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Size: 8192 |
Author: massumeh |
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Description: perform SOM and LVQ on 2 UCI dataset and compare thier classification accuracy.
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Size: 6144 |
Author: hamid |
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Description: Here is an example matlab program for som neural network program and LVQ: cb_lvq.m, lvq.m, nn_som
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Size: 2048 |
Author: zimbah |
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Description: somsimple and lvq nural net work
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Size: 18432 |
Author: poozesh
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Description: LVQ网络（Learning Vector Quantization）是SOM的一个变种，但是学习方法仍然是Kohonen的竞争方法，说他是变种，因为这个算法是一种有监督的方法。(LVQ network is a variant of SOM, but learning method is still a competitive method of Kohonen. It is a variant because it is a supervised method.)
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Size: 47104 |
Author: 哼哼1214
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