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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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Lyapunov_exponents
小数据量法计算 Lyapunov 指数的 Matlab 程序 - (mex 函数,超快)(Small amount of data calculated Lyapunov index Matlab program- (mex function, ultra-fast))
- 2010-05-27 15:31:06下载
- 积分:1
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kalman-human-tracking
运动目标跟踪 matlab, 准确、有效(kalman human tracking.rar)
- 2013-05-07 21:42:40下载
- 积分:1
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svdsim
是图像处理中奇异值分解的代码,对图像处理很有用。(Is the singular value decomposition of the image processing code, useful for image processing.)
- 2013-05-07 23:57:11下载
- 积分:1
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costas
基于costas环路的载波同步,使收发时钟频率和相位一致,环路包括四个部分乘法器和低通滤波、鉴相器、环路滤波器和数字振荡器组成(Based on the carrier synchronization of Costas loop, the frequency and phase of the transmit and receive clock is the same. The loop consists of four parts, including the multiplier and low-pass filter, phase detector, loop filter and digital oscillator.)
- 2015-09-02 23:06:15下载
- 积分:1
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matlabchengxu
MATLAB程序在信号与处理中的应用,比较有用,KDH格式(MATLAB procedures in the signal and processing applications, more useful, KDH format)
- 2008-12-29 14:58:47下载
- 积分:1
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Gaussian-Mix
这是一个高斯混合模型的源代码,环境是matlab,
高斯混合模型运用于多个方面,在信号处理中应用非常广泛,初学者可以作为参考(This is a Gaussian mixture model of the source code, the environment is matlab, Gaussian mixture model applied to various aspects of signal processing applications in a very wide range of beginners can be used as reference)
- 2008-03-11 05:25:46下载
- 积分:1
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simulink2
详细介绍matlab、simulink,及视频图像,ppt(an introduction to matlab,simulink and vidio ,ppt.)
- 2009-06-15 10:17:57下载
- 积分:1
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Trigonometric-function
当自变量在一定的区间变化,不同三角函数求解不同的图形。(When the independent variable in a certain range of change, trigonometric function to solve different graphics.
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- 2013-04-10 19:49:49下载
- 积分:1
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matlab
logistic混沌产生过程,产生周期解的过程。(logistic chaos generation process, generating process of periodic solutions.)
- 2013-11-27 22:26:53下载
- 积分:1