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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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NF2FF
激光雷达,干涉条纹解包裹,对从事激光合成孔径光学测量方向的人有用。(Laser radar, interference fringe unwrapping of synthetic aperture laser optical measurement in the direction of being useful to people.)
- 2010-08-26 01:08:51下载
- 积分:1
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Mmodify-music-ROOT-MUSIC
为提高常规MUSIC算法的分辨率,仿真了求根MUSIC算法。注释详细,适合初学者(In order to improve the resolution of conventional MUSIC algorithm, simulated Root MUSIC algorithm. Detailed notes, suitable for beginners)
- 2013-12-05 22:45:03下载
- 积分:1
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How_to_create_exe_file_using_matlab
create matlab files in to .exe files in docx format read this file carefully and execute the .exe files in matlab
- 2010-12-21 18:00:16下载
- 积分:1
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wholsys1
无刷直流电机仿真模型,可用于进行电机转速,电机启动多项功能的仿真(Brushless DC motor simulation model can be used for motor speed, motor function simulation starting number)
- 2011-05-28 10:51:41下载
- 积分:1
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huffman
用matlab演示图象的哈夫曼编解码过程(Matlab demo images used for the Huffman decoding process)
- 2009-05-31 13:38:07下载
- 积分:1
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matlab2113
QAM modulation scheme for spreading codes gray
- 2011-04-26 07:24:58下载
- 积分:1
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laplace
有限元方法中的使用一次线性元在矩形区域上求解laplace方程的数值代码例子(Finite element method, the use of a linear finite element numerical code examples for solving laplace equation on a rectangular area)
- 2012-04-11 23:22:53下载
- 积分:1
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IG-based-wind-turbine-model
A complete model of a wind energy conversion system is developed based on induction generator
- 2015-02-17 02:07:21下载
- 积分:1
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WavPlayer
A GUI file that permit play wav files, but with someones tips such as echo, reverse function, player mono function, fast play, slow play,etc
- 2009-04-09 10:34:04下载
- 积分:1