leachbijiao

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. )

matlab 贮存轮 数模学习用。！！！！！(matlab the storage round of digital-to-analog learning. ! ! ! ! !)

电子书：matlab基础基础及其应用。这是学习matlab的很好的书，另外一起打包了英文的matlab编程技巧(EBook: matlab based on the foundation and its application. This is a good learning matlab book, another package of the English matlab programming skills)

针对jsp问题下的遗传算法，并应用matlab解决该问题的实例(Jsp problem, genetic algorithms, and applications matlab to solve the problem instance)

solution for the Statistical modelling for digital signal processing by hayes

说明：  a基于simulink仿真系统的ask模型(a simulation system based on simulink model ask)

机械工程设计分析和MATLAB应用 第2版（郭仁生） 配套程序源代码(Mechanical engineering design analysis and application of MATLAB 2 (Guo Rensheng) supporting source code)

ABC_to_dq0变换，ABC_to_（aβ）aiphar beta变换以及逆变换的mdl文件，已仿真验证其正确性。(ABC_to_dq0 transform, ABC_to_ (aβ) aiphar' beta transform and inverse transform mdl file, verify its correctness has been simulation.)

The Prediction Algorithm Based on Fuzzy Logic(Gradient_Descent approach)

这个matlab代码是用维纳滤波得到的运动场。(The motion field is obtained from Wiener filtering in matlab code.)