-
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
-
montocalo
一个蒙特卡罗算法程序，可以自己扩编改编次程序(a Monte Carlo algorithm procedures, the expansion can be adapted their meeting procedures)
- 2007-03-17 13:38:20下载
- 积分：1
-
period
This function approximates the long period the peak of the scattering curve on the
frame range ‘start’ to ‘finish’. Note: not valid for noisy data.
- 2014-11-28 23:51:05下载
- 积分：1
-
Hvdc_pi
HVDC Transmission System
- 2015-01-18 20:35:48下载
- 积分：1
-
NL_Ant
non linear Ant colony optimization for continous problem
- 2014-12-08 21:58:25下载
- 积分：1
-
bookTest_circleData
一个神经网络，对100个分布在单位圆上的数据点进行分类。(A neural network, 100 distributed on the unit circle data points classification.)
- 2013-12-23 09:25:07下载
- 积分：1
-
modern-control-theory
华中科技大学现代控制理论Matlab问题华中科技大学现代控制理论 Matlab问题(Modern Control Theory, Huazhong University of Science and Technology, Huazhong University of Science Matlab problem Matlab problems of modern control theory)
- 2011-07-19 21:45:15下载
- 积分：1
-
matlabtiandaban
Matlab教程,希望能对大家有用^_^(Matlab Guide, we hope that the useful ^ _ ^)
- 2007-05-28 09:17:46下载
- 积分：1
-
ds_ss_rake
这是一个简单的直接序列扩频系统的RAKE接收的Simulink模型。(Simulink model of a simple direct-sequence spread spectrum system with RAKE reception. )
- 2014-08-08 17:19:33下载
- 积分：1
-
Filter
数字信号处理中各种滤波器的matlab仿真程序，适合初学者(Various filters in digital signal processing matlab simulation program for beginners)
- 2014-09-29 21:16:58下载
- 积分：1
