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自组织特征映射应用实例
- 开发环境:Matlab 简要说明:自组织特征映射模型(Self-Organizing feature Map)，认为一个神经网络接受外界输入模式时，将会分为不同的区域，各区域对输入模式具有不同的响应特征，同时这一过程是自动完成的。各神经元的连接权值具有一定的分布。最邻近的神经元互相刺激，而较远的神经元则相互抑制，更远一些的则具有较弱的刺激作用。自组织特征映射法是一种无教师的聚类方法。-development environment :
somtoolbox2
- 一个自组织映射的很好的程序，其中包含4个演示程序，使用者也可以在此基础上进行开发，很方便的。-a Self-Organizing Map of good procedures, which include four demo program, users can also conducted on the basis of this development, is very convenient.
Kohonen_NN
- Kohonen 网络模拟大脑神经系统自组织特征映射的功能，它是一种竞争式学习网络，在学习中能无监督地进行自组织学习。-Kohonen network simulation system cerebral self-organizing feature mapping function, It is a competitive learning networks, the study can be carried out without
SelfOrgTrain
- ISODATA自组织迭代图像分割代码,用于彩色图像分割,代码简单易懂,并配有注释,绝对原创-Iterative Self-Organizing ISODATA image segmentation code for the color image segmentation, easy-to-read code. and equipped with the Notes absolute originality
KohonenSOFM
- Kohonen的SOFM(自组织特征映射)源程序，希望大家喜欢-Kohonen's SOFM (self-organizing feature map) source hope you like
ClusteringanalysisbasedonSOFMnetwork
- 基于自组织特征映射网络的聚类分析，是在神经网络基础上发展起来的一种新的非监督聚类方法，分析了基于自 组织特征映射网络聚类的学习过程，分析了权系数自组织过程中邻域函数和学习步长的一般取值问题，给出了基于自组织 特征映射网络聚类实现的具体算法，并通过实际示例测试，证实了算法的正确性。 -Based on self-organizing feature map network cluster analysis, neural ne
SOM
- 基于自组织特征映射（SOM）的系统辨识算法实现-Based on self-organizing feature map (SOM) of the system identification algorithm
vqtam
- MATLAB implementation of time series prediction Based on the VQTAM method described in the following papers: G. A. Barreto & A. F. R. Araujo (2004) "Identification and Control of Dynamical Systems Using the Self-
thesis
- Thesis from the Charles University (Prague) about Kononen s Self-organizing maps. In English.
self-organizing
- 基于自组织特征映射神经网络的图像压缩算法，ＥＩ检索论文，绝对有参考价值．-Based on self-organizing feature map neural network image compression algorithm, EI retrieval papers, the absolute reference value.
SOFM
- 该目录包含了代码执行Kohonen自组织特征 地图网络。源代码中可以找到SOFM.CPP 。样本数据中发现 SOFMSAMP.PAT 。的自组织特征映射程序接受输入的载体和组成 计算重量。输出定向到屏幕上。-This directory contains the code to implement Kohonen self-organizing feature map network. Source code can be
sofmmatlab
- 自组织特征映射网络matlab 的仿真 供大家分享~ -Self-organizing feature maps of matlab simulation for network share
somtoolbox
- It s toolbox in determining the crime pattern analysis using SOM (Self-Organizing Maps). It s using SOM clusters and K-means clusters.
The-Self-Organizing-Map-(Kohonen)
- Kohonen article of self-organizing maps, published in 1982 in IEEE. It contain general ideas about self-organizing neural networks.
MahSom_v1
- This code is the implementation of Mahalnobis SOM algorithm published in this article. Face recognition under varying illumination using Mahalanobis self-organizing map S Aly, N Tsuruta, RI Taniguchi - Artificial Lif
NNclust
- Neural Network Based Clustering using Self Organizing Map (SOM) in Excel Here is a small tool in Excel using which you can find clusters in your data set. The tool uses Self Organizing Maps (SOM) - originally prop
dos11
- this algorithm in matla help to apply som self organizing maps-this algorithm in matla help to apply som self organizing maps
self-organizing competitive neural network
- 自组织竞争神经网络的matlab实现，简单易懂(Matlab realization of self-organizing competitive neural network, easy to understand)
Self-Organizing-Map-master
- Self Organizing Map example in MATLAB
Self-Organizing-Map
- Self Organizing Map MATLAB code