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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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HS
说明: 视频桢光流场计算,可以用拉丝构件视频纹理,保证别人没有上传过(Video frame optical flow field calculation, you can use drawing component video textures to ensure that no one else uploaded)
- 2010-03-12 14:41:16下载
- 积分:1
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HuffmanTree
HUFFMAN TREE的编码源代码 实测可用 适合初学者使用(HUFFMAN TREE actual source code is available for beginners)
- 2013-12-04 16:28:15下载
- 积分:1
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1
说明: matlab程序 半参数模型两阶段估计的参考程序(Two stage estimation of MATLAB program semi parametric model)
- 2018-06-04 02:06:17下载
- 积分:1
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enhgrayscaleimage
this code to enhanc grayscale images
- 2010-09-29 14:44:25下载
- 积分:1
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chengxu
使用matlab语言,实现列主元消去法解线性方程组,这是一个较好的程序(It is a good procedure that using matlab language to solve the math problem.It make the problem to be easy.)
- 2011-12-16 18:24:01下载
- 积分:1
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stc
mimo系统中空时码是其关键技术之一。本程序提出一种新的算法,能有效地提高传输速率(Space-time MIMO system code is one of the key technologies. This procedure presents a new algorithm, can effectively improve the transmission rate)
- 2007-10-15 20:54:42下载
- 积分:1
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170
Matlab下用dspbuilder实现dds模块产生正弦波的源码
- 2010-08-17 19:55:20下载
- 积分:1
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simulinkvisuableandexamples
这是一个关于simulink入门的一个可视化的教学软件,并包含有一些例子(This is an on simulink to get into a visual teaching software, and includes some examples)
- 2009-11-05 13:51:13下载
- 积分:1
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GUI_matlab
实现物种功能的语音处理:倒谱、时域、频谱、语谱图以及功率谱,并加有详尽的注释。另外还可以保存图像,一倍后来研究!matlab GUI编程(Voice processing functions to achieve species: cepstrum, time domain, frequency spectrum, spectrogram and power spectrum, and add detailed comments. It also can save the image, doubled and later research!)
- 2021-03-26 20:39:13下载
- 积分:1