Kalman-filter-algorithm

通过邻接矩阵，计算网络的聚类系数。聚类系数是复杂网络中一个重要参量。 (Through the adjacency matrix, computing networks, clustering coefficient. Clustering coefficient is a complex network, an important parameter.)

感知器是神经网络里面的一个重要分类器，本例子采用matlab实现单个神经元感知器，分类效果较好~(Perceptron neural network which is an important classifier, using the example of the realization of a single neuron matlab perceptron, classification better ~)

Locally-Linear Embedding (LLE)[9] was presented at approximately the same time as Isomap. It has several advantages over Isomap, including faster optimization when implemented to take advantage of sparse matrix algorithms, and better results with many problems. LLE also begins by finding a set of the nearest neighbors of each point. It then computes a set of weights for each point that best describe the point as a linear combination of its neighbors. Finally, it uses an eigenvector-based optimization technique to find the low-dimensional embedding of points, such that each point is still described with the same linear combination of its neighbors. LLE tends to handle non-uniform sample densities poorly because there is no fixed unit to prevent the weights from drifting as various regions differ in sample densities. LLE has no internal model.

BP NN and PCA for better image segmentation

该文献是非线性滤波领域重量级人物sarrka最新研究成果，可以为非线性滤波研究提供新的方向(The literature is a heavyweight in the field of nonlinear filtering sarrka latest research results, research for non-linear filtering new direction)

2D FFT and 2D IFFT in matlab. inputs are original data and block size. ex) block size = [8 8]

matlab中随机数命令，以及用法，例子等，可以用来快速查询可是命令(Command, matlab random number and usage, examples, can be used to quickly query but command)

A static synchronous compensator (STATCOM), also known as a "static synchronous condenser" ("STATCON"), is a regulating device used on alternating current electricity matlab simulink

matlab编写的地震波,输入数据文件将生成地震波曲线(matlab prepared seismic waves, the input data file will generate seismic waves curve)

Example of Matlab code