tletransform

filter bank for face recognition

用Matlab编程，实现解决该问题的单样本训练BP网络，设置一个停止迭代的误差Emin和最大迭代次数。在调试过程中，通过不断调整隐层节点数，学习率η，找到收敛速度快且误差小的一组参数。产生均匀分布在区间[-4，4]的测试样本，输入建立的模型得到输出，与Hermit多项式的期望输出进行比较计算总误差（运行5次，取平均值）(Using Matlab programming, to solve the problem of single sample training BP network, set a stop error iterations Emin and the maximum number of iterations. In the debugging process, by continuously adjusting the hidden layer nodes, learning rate η, fast convergence and find a set of parameters small errors. Produce a uniform distribution in the interval [4,4] of the test sample, the model has been established input output with the expected output Hermit polynomial calculated by comparing the total error (run 5 times the average))

随机介质的基本知识和模型建立的相关算法以及流程图(Correlation algorithm and flowchart showing the basic knowledge and random medium model established)

说明：  用于图形图像处理中的图像压缩。其中的方法是用于压缩感知.(Graphic image processing for image compression. One method is for compressed sensing.)

SVM支持向量机。使用quadprog实现了SVM机器学习，把训练数据分成两组，找到决策面。(SVM Support Vector Machine. SVM achieved using quadprog machine learning, the training data into two groups, find decision-making surface.)

说明：  一个关永磁同步电机矢量控制的程序，仿真效果不错。上传于大家共享，期待对此感兴趣的朋友相互学习交流。(A permanent magnet synchronous motor vector control programs, the simulation result is right.Upload to share to interested friends learn each other.)

在Matlab中实现数字通信FPGA硬件设计(In Matlab in digital communications hardware design FPGA)

cycloconverter 1 phase is simulated

matlab结构优化设计程序,对结构设计十分有用。(the program of the matlab,it is very helpfull.)

一个有效的实现k - means+ +聚类多元数据算法。已经证明,这种算法有一个预期值的上界值。此外,k - means + +具有较好的收敛性。(An efficient implementation of the k-means++ algorithm for clustering multivariate data. It has been shown that this algorithm has an upper bound for the expected value of the total intra-cluster distance which is log(k) competitive. Additionally, k-means++ usually converges in far fewer than vanilla k-means.)