-
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
-
matlabcxsj
《matlab程序设计教程》,附书中例题的源代码("Matlab Programming Guide," the book with examples of source code)
- 2007-05-06 08:32:18下载
- 积分:1
-
Matlab7-official-study-guide
Matlab7官方学习手册,英文版,适合matlab新手和有一定基础的人学习(Matlab7 official study manual, in English, suitable for novice and have a matlab-based study of people)
- 2011-09-14 15:38:27下载
- 积分:1
-
recurrent
simple recurrent networks
- 2011-11-09 17:25:19下载
- 积分:1
-
motorwifi
gsm location finder for the gsm modem accurately by AT commands..
- 2014-12-24 16:33:29下载
- 积分:1
-
MOM
用矩量法求解积分方程,得到线天线表面电流分布(Solving integral equations by the method of moments, get wire antenna surface current distribution)
- 2014-04-03 17:25:09下载
- 积分:1
-
huigui
数据分析中的回归分析,含ppt说明,有充足的例题和配套matlab代码(The regression analysis data analysis, including ppt that there are sufficient examples and supporting matlab code)
- 2010-12-31 18:21:09下载
- 积分:1
-
second-degree-resolution
Differential equations are mathematically studied from several different perspectives, mostly concerned with their solutions —the set of functions that satisfy the equation.
- 2013-12-08 18:22:48下载
- 积分:1
-
21
说明: 国内的一篇相控阵雷达分选的论文 不错 利用模糊理论(chinese paper on sorting of phased array radar )
- 2012-05-10 15:21:00下载
- 积分:1
-
Progressive-edge-growth
PEG algorithm for LDPC codes
- 2014-09-27 14:39:41下载
- 积分:1