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Reversible_Jump_MCMC_Bayesian_Model_Selection
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.
)
- 2008-03-07 23:23:12下载
- 积分：1
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Matlab遗传算法工具箱
说明： Matlab遗传算法工具箱
1.官方文档里面有很多的实例和参数的说明
2.图形化操作之后可以自动生成代码
3.注意在程序里面要关掉打开的文件 fclose(Matlab genetic algorithm toolbox
1. There are many examples and parameter descriptions in the official documents
2. Code can be generated automatically after graphical operation
3. Pay attention to close the open file Fclose in the program)
- 2020-10-17 14:37:54下载
- 积分：1
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MATLABFuzzyLogicAnalysisandApplication
关于模糊逻辑工具箱的具体应用，案例有源码，有详细的操作步骤，对初学MATLAB又想急于上手的尤其有参考价值！(About fuzzy logic toolbox of specific applications, case there is source, has detailed the steps, eager for the beginner-to-use MATLAB in particular want to have reference value!)
- 2009-04-07 19:29:48下载
- 积分：1
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filter-design
滤波器设计:维纳滤波器设计 自适应滤波器设计 功率谱估计(Filter Design: Wiener filter design adaptive filter design power spectrum estimation)
- 2015-03-26 19:00:40下载
- 积分：1
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WiennerFilterAndAR
说明： 使用维纳滤波器对信号进行处理，得到噪声状况下的信号，这个滤波器是数字信号处理中非常经典的一个。代码里还提供了维纳的AR参数估计(Wiener filter to use signal processing, noise signal conditions, this filter is digital signal processing in a very classic. There is also a code of the AR Wiener Parameter Estimation)
- 2006-05-02 02:07:48下载
- 积分：1
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ptvdk
matlab development toolbox support vector machine, Add noise processing, Face Recognition light treatment method.
- 2017-08-26 14:04:24下载
- 积分：1
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MATLAB_finite_element
MATLAB有限元分析与应用，
本书对有限元做了比较好的分析(MATLAB finite element analysis and application, this book has done a fairly good finite element analysis of)
- 2010-02-12 15:14:18下载
- 积分：1
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chap3_01_Runge_Kutta_Euler
说明： 这是一个模型参考自适应关于龙格库塔的m文件(This is a model reference adaptive m-files on the Runge-Kutta)
- 2011-03-21 14:07:39下载
- 积分：1
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rgb_dw
matlab实现的蓝底白字车牌定位程序，能有效定位蓝底白字的车牌区域。(Matlab blue bottom incorrect character license plate positioning program, can effective positioning blue background of "the license plate area.
)
- 2012-08-15 09:11:36下载
- 积分：1
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MATLAB
孤立汉语数字语音识别系统Matlab程序(The isolated Chinese digital speech recognition system Matlab program)
- 2013-04-23 05:28:06下载
- 积分：1
