nlineshoot

利用小波和霍夫曼对单声道文件进行压缩编码 并解码输出(The use of wavelet and Hoffman files for mono coding and decoding output)

kmeans均值聚类算法:一种改进的基于半监督聚类的入侵检测算法ASCID（Active-learning Semi-supervised Clustering Intrusion Detection），(kmeans clustering algorithm Algorithm was simulated by KDD 99 datasets， which the experimental results demonstrate that ASCID algorithm can improve the detection rates and low the false positive rates of the algorithm, and confirm the feasibility and validity of the algorithm.)

lms and linear convolution

这是一些关于混沌的源代码，并且是通过本人在计算机上验证并可以实现的，如Rossler系统的绘图，一些混沌程序的仿真等等(This is some source code on the chaotic, and through my computer and can verify, such as the Rossler system drawings, some chaotic process simulation, etc.)

constract decring of image

最新的SOM神经网络的工具箱,可以用来参考，加强对自适应网络的理解，希望对朋友们有用!(The latest SOM neural network toolbox, can be used for reference, strengthen the understanding of the adaptive network, I hope useful for friends!)

说明：  ppt for project development

通过同步压缩小波变换，实现信号的分解和重构，效果优化小波变换(The signal is decomposed and reconstructed by synchronous compression wavelet transform, and the effect is optimized by wavelet transform)

data to train and test for classified

图像数据融合技术，加噪，去噪，聚酯类分析，并附有图片，绝对可用！(Image data fusion technology, noise, noise, polyester-type analysis, together with pictures, absolutely available!)