duishujizuobiaobianhuanjifanbinahuan

thresholding_demo.m interactively loads an image stack, performs thresholding based on the Laplace operator and extracts time-series information from the image stack based on a binary mask provided by the thresholding operation.

maximum power point tracker

ksvd图像融合，matlab可以通用的，能够融合多焦点图像(ksvd image fusion, matlab can be generic, multi-focus image fusion can)

本matlab程序用共轭梯度法来求解多元模型的最小值（给出最小值和精度情况）(The matlab program conjugate gradient method to solve the minimum multivariate model (given the minimum and the accuracy of the situation))

说明：  matlab遗传算法程序，包括编码，选择，交叉，变异等步骤。(matlab genetic algorithm process, including coding, selection, crossover and mutation steps.)

小波神经网络诊断源程序,实现小波神经网络的matlab仿真.(Wavelet neural network the diagnosis of source program, the realization of the simulation of MATLAB wavelet neural network )

KPCA故障诊断程序 主要是KPCA进行故障诊断对数据的处理，数据挖掘(KPCA principal component analysis code)

聚类算法，不是分类算法。分类算法是给一个数据，然后判断这个数据属于已分好的类中的具体哪一类。聚类算法是给一大堆原始数据，然后通过算法将其中具有相似特征的数据聚为一类。这里的k-means聚类，是事先给出原始数据所含的类数，然后将含有相似特征的数据聚为一个类中。所有资料中还是Andrew Ng介绍的明白。首先给出原始数据{x1,x2,...,xn}，这些数据没有被标记的。初始化k个随机数据u1,u2,...,uk。这些xn和uk都是向量。根据下面两个公式迭代就能求出最终所有的u,这些u就是最终所有类的中心位置。(Clustering algorithm, not a classification algorithm. Classification algorithm is to give a figure, and then determine the data belonging to a specific class of good which category. Clustering algorithm is to give a lot of raw data, and then through the algorithm which has similar characteristics data together as a class. Here k-means clustering, is given in advance the number of classes contained in the raw data, then the data contain similar characteristics together as a class. All information presented in or Andrew Ng understand. Firstly, raw data {x1, x2, ..., xn}, the data is not labeled. K random initialization data u1, u2, ..., uk. These are the vectors xn and uk. According to the following two formulas can be obtained final iteration all u, u is the ultimate all these classes the center position.)

很好的神经网络程序，适于初学者，希望大家有用。(good neural network program, suitable for beginners, we hope useful.)

频谱感知技术中的能量检测技术的程序代码仿真(Spectrum sensing technology in the energy detection code simulation)