1000-0054(2011)09-1234-05

This demo nstrates the use of the reversible jump MCMC algorithm for neural networks. It uses a hierarchical full Bayesian model for neural networks. This model treats the model dimension (number of neurons), model parameters, regularisation parameters and noise parameters as random variables that need to be estimated. The derivations and proof of geometric convergence are presented, in detail, in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Robust Full Bayesian Learning for Neural Networks. Technical report CUED/F-INFENG/TR 343, Cambridge University Department of Engineering, May 1999. After downloading the file, type "tar -xf rjMCMC.tar" to uncompress it. This creates the directory rjMCMC containing the required m files. Go to this directory, load matlab5 and type "rjdemo1". In the header of the demo file, one can select to monitor the simulation progress (with par.doPlot=1) and modify the simulation parameters. (This demo nstrates the use of the reversible jump MCMC algorithm for neural networks. It uses a hierarchical full Bayesian model for neural networks. This model treats the model dimension (number of neurons), model parameters, regularisation parameters and noise parameters as random variables that need to be estimated. The derivations and proof of geometric convergence are presented, in detail, in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Robust Full Bayesian Learning for Neural Networks. Technical report CUED/F-INFENG/TR 343, Cambridge University Department of Engineering, May 1999. After downloading the file, type "tar-xf rjMCMC.tar" to uncompress it. This creates the directory rjMCMC containing the required m files. Go to this directory, load matlab5 and type "rjdemo1". In the header of the demo file, one can select to monitor the simulation progress (with par.doPlot=1) and modify the simulation parameters. )

matlab的一些优化函数说明 我们学校用的。。应该不错(matlab optimization function shows some of our school use. . Should be good)

说明：  一个对统计数据做主成分分析的小程序，在Matlab环境下可以对需要统计的数据快速得到其个主成分分量。(An analysis of statistical data elements applet call the shots in the Matlab environment for statistical data on the need to quickly get the two principal components.)

在一段语音信号上加上高斯白噪声，产生任意信噪比的程序(A voice signal with white Gaussian noise to produce any signal to noise ratio of the program)

this include c c++ files as helpful to all

在Vc中调用Matlab源文件的调试程序！(in Vc Calling Matlab source debugging procedures!)

电力系统分析中阻抗矩阵的计算程序，对于将原理转化为代码实现具有很好的参考价值(The calculation process of the impedance matrix analysis for power system, will have the very good reference value for the code to achieve the principle of transformation )

16 qam matlab porgram

clustering data file

简明扼要介绍simulin的资料，适合新手入门(Concise introduce simulin information, suitable for beginners)