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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.
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- 2008-03-07 23:23:12下载
- 积分:1
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fuzzy-function
程序实现了线形调频信号的模糊函数仿真,算法优化的很好,很实用(Program for the linear FM signal ambiguity function simulation, algorithm optimization of very good, very useful)
- 2011-05-12 14:37:10下载
- 积分:1
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jpegtbx_1.4
jpeg matlab toolbox
jpeg 编解码matlab实现,做试验用(jpeg Matlab toolbox jpeg codecs Matlab realized, as a test used)
- 2006-10-18 15:45:55下载
- 积分:1
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RLS_gexin
自己编写的RLS格型算法Matlab程序,供大家参考。(RLS algorithm, the performance is ok.)
- 2013-12-03 00:17:25下载
- 积分:1
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FFTshuiyindaima
水印的提取算法和加入算法互为逆过程,即为分段---FFT变换---提取水印---水印信息升维处理(The watermark extraction algorithm and the reverse process of each other to join algorithm, namely transform section--- FFT------ watermarking watermark l-dimensional processing)
- 2010-07-31 11:23:22下载
- 积分:1
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read_nco1
利用MATLAB软件,读取QuartusII软件里的TBL数据(use Matlab to read the TBL date of the QuartusII software)
- 2010-05-24 21:21:10下载
- 积分:1
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chengxu
这个也是关于空间谱的matlab 挺好的 可以()
- 2007-08-07 14:28:16下载
- 积分:1
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Homomorphicfilter
Also used for Homomorphic filtering
- 2010-10-23 13:53:29下载
- 积分:1
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Image_Restoration
WIMAX which used simulation for performance analysis
- 2011-12-19 15:09:44下载
- 积分:1
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ILP_C
Integer Linear Programming Sample Code for MATLAB
- 2018-06-04 01:18:57下载
- 积分:1