资源列表
fuzzy-neural-networks-
- 对模糊神经网络进行介绍的两本书籍，结合matlab语言开发环境的。-Introduction of fuzzy neural networks of the two books, combined with the matlab language development environment.
neural-networks-design-
- 完整版的对人工神经网络设计进行介绍的书籍，书中较系统形象的介绍了神经网络的设计方法。-Full version of the design of artificial neural networks are introduced books, the book introduces the image of a more systematic design method of neural networks.
Wavelet-and-RBF-neural-network
- 利用小波和RBF神经网络进行手写数字识别-Wavelet and RBF neural network handwritten numeral recognition
vsm-and-cluster-kmeans
- 对文本聚类的向量空间模型机制VSM以及Kmeans等讲解比较详细，是研究文本聚类的好书籍-Clustering of text vector space model to explain the mechanism of VSM and Kmeans and other more detailed, study of text clustering is a good book
kohonen
- kohonen网络的聚类算法—网络入侵聚类-kohonen network clustering algorithm- Cluster Network Intrusion
BP
- BP神经网络的数据分类-语音特征信号分类-BP neural network classification of data- voice characteristic signal classification
SOM
- som神经网络的数据分类--柴油机故障诊断-som neural network data classification- Diesel Engine Fault Diagnosis
SVM
- svm神经网络中的参数优化---提升分类器性能-svm parameters of neural network classifiers to enhance the performance optimization---
DOT
- DOT算法,dot of template,用于在线识别物体，尤其是对纹理比较简单的物体的在线检测，效果比较明显，比如玻璃瓶，手机等物体-DOT algorithm, dot of template, for online object recognition, especially for relatively simple objects, the texture of online testing, the effect is more obvious, such as glass bot
FasterCorner
- 快速角点检测算法，速度比SIFT,SURF等特征快10倍以上，角点检测的重复精度较高，广泛应用于增强现实等对速度要求比较高的场合-Fast corner detection algorithm, faster than the SIFT, SURF and other features more than 10 times faster, corner detection of a high repeat accuracy, widely used in augmented reality, e
K-MEANS
- 均值计算方法源码实现：分群的方法，就改成是一个最佳化的問題，換句话說，我們要如何选取 c 个群聚以及相关的群中心，使得 E 的值为最小。 -Method of calculating the mean source implementation: clustering method, based on the best change is a problem, in other words, how do we choose c a center cluster and related g
genetic
- c++实现的遗传算法解决八皇后问题，有时候会陷于局部收敛，导致进化代数很多-c++ implementation of genetic algorithm to solve the eight queens problem, and sometimes caught up in the local convergence, resulting in a lot of evolution algebra