资源列表
11
- 神经网络与Matlab，利用BP学习规则训练前向网络，使其完成函数逼近、矢量分类和模式识别，选择训练参数， 并指示如何进行训练-Neural network and Matlab, using BP learning rule before training the network to complete its function approximation, vector classification and pattern recognition, to select the trainin
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- 神经网络理论与Matlab7实现 源码-Neural Network Theory and realization of Matlab7 Source
NETWORK
- 神经网络的MATLAB实现，附有详细的函数说明，可以实现任意函数的逼近-MATLAB neural network implementation, accompanied by a detailed descr iption of the function, can achieve an arbitrary function approximation
LS_SVMfenlei
- 运用LS_svm来进行分类，本程序中有两个不同的类别，主要用来尝试使用LS_SVM。-LS_svm used to carry out classification, this procedure has two different categories, mainly used to try to use LS_SVM.
skeletonization
- 这是神经网络里面结构优化里面重要的剪枝方法之一，灵敏度剪枝方法。-This is a neural network structure optimization inside one of the methods inside the major pruning, sensitivity pruning method.
PCA
- 主成份分析，一个最经典的无监督学习算法，也是最常用的线性降维方法-PCA
SDA
- Semi-supervised Discriminant Analysis
KDA
- KDA: Kernel Discriminant Analysis
NPE
- NPE: Neighborhood Preserving Embedding
FuzzyCnC++
- fuzzy ebook. not very awesome but this is very useful for your fuzzy program.
main
- 遗传算法 算法实例MATLAB程序，包括了：选择 变异 交叉 遗传算子-GA
Pattern_Recognition
- 该文档是清华大学的模式识别教程，该版本是网页版本，浏览非常方便，内容也非常详细，非常适合初学者，个人举得特别是支持向量机那一章描述很棒！-this document is from Tsinghua University,this is the html version,it is convenient to read, it is very suitable for the elementary readers,in my own opinion,the charter of svm is v