sengman_v20

In this demo, I use the EM algorithm with a Rauch-Tung-Striebel smoother and an M step, which I ve recently derived, to train a two-layer perceptron, so as to classify medical data (kindly provided by Steve Roberts and Will Penny from EE, Imperial College). The data and simulations are described in: Nando de Freitas, Mahesan Niranjan and Andrew Gee Nonlinear State Space Estimation with Neural Networks and the EM algorithm After downloading the file, type "tar -xf EMdemo.tar" to uncompress it. This creates the directory EMdemo containing the required m files. Go to this directory, load matlab5 and type "EMtremor". The figures will then show you the simulation results, including ROC curves, likelihood plots, decision boundaries with error bars, etc. WARNING: Do make sure that you monitor the log-likelihood and check that it is increasing. Due to numerical errors, it might show glitches for some data sets. (In this demo, I use the EM algorithm with a Rauch-Tung-Striebel smoother and an M step, which I ve recently derived, to train a two-layer perceptron, so as to classify medical data (kindly provided by Steve Roberts and Will Penny from EE, Imperial College). The data and simulations are described in: Nando de Freitas, Mahesan Niranjan and Andrew Gee Nonlinear State Space Estimation with Neural Networks and the EM algorithm After downloading the file, type "tar-xf EMdemo.tar" to uncompress it. This creates the directory EMdemo containing the required m files. Go to this directory, load matlab5 and type "EMtremor". The figures will then show you the simulation results, including ROC curves, likelihood plots, decision boundaries with error bars, etc. WARNING: Do make sure that you monitor the log-likelihood and check that it is increasing. Due to numerical errors, it might show glitches for some data sets. )

【书名】 MATLAB 7.0从入门到精通 【作者】 求是科技编著 【版次】 【出版社】 人民邮电出版社 【出版日期】 2006 ([title] MATLAB 7.0 proficient from the portal to the author [of technology] for [produced] [edition of the publication groups-- People's Posts & Telecommunications Publishing House published date [2006])

matlab编的干涉图生成程序，非常适合初学者使用。(interferogram matlab code generation process, very suitable for beginners to use.)

阵列信号的指向性研究的一个例子，实现这列指向性的一个matlab程序。(The sound field in the wave form, can the system response acoustic waveguide beam forming, it is forming program)

Maltab在数学建模中的应用（第一版）_卓金武等.part2(Maltab in Mathematical Modeling (1st Edition)_Zhuo Jinwu et al.)

说明：  Matlab工具箱已经成为一个系列产品，Matlab主工具箱和各种工具箱（toolbox ）。(Matlab toolbox has become a series of products, Matlab toolbox and a variety of main toolbox (toolbox).)

可用于MATLAB伪随机序列的产生 可以直接使用(PRBS can help you in PRBS)

matlab 模拟人行走的源程序,可随意改变人走的角度、速度(people walking matlab simulation source code, can easily change the angle of human walking speed)

雷达信号的基本模型，高斯分布，几何分布，求信号的概率分布，概率密度函数，功率谱函数，自相关函数等等(The basic model of the radar signal, Gaussian distribution, geometric distribution, the probability distribution for the signal, probability density function, power spectrum, the autocorrelation function, and so)

It is helpful in classifying the maturity stage of cotton.