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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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single-image-pca
i am submiting the pca face recognition source code for single image
- 2012-04-11 22:19:48下载
- 积分：1
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16_QAM_massive
Script for computing the BER for BPSK modulation in a Rayleigh fading channel with 2 Tx, 2Rx MIMO channel Maximum Likelihood equalization
- 2015-03-10 03:38:21下载
- 积分：1
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sbsjekma
多姿态，多角度，有不同光照,PLS部分最小二乘工具箱,FMCW调频连续波雷达的测距测角，合成孔径雷达（SAR)目标成像仿真，有信道编码，调制，信道估计等，最小二乘回归分析算法。( Much posture, multi-angle, have different light, PLS PLS toolbox, FMCW frequency modulated continuous wave radar range and angular measurements, Synthetic Aperture Radar (SAR) imaging simulation target, Channel coding, modulation, channel estimation, Least-squares regression analysis algorithm.)
- 2016-04-10 16:37:14下载
- 积分：1
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symletssplines
这个m代码包含了一系列的小波变换的实现函数，有Daubechies,symlets,splines,S+P小波, JPEG2000小波变换等. 可以进行1D或者二维小波变换。(The m code contains a series of wavelet transform to achieve function, and Daubechies, symlets, splines, S+ P wavelets, JPEG2000 and other wavelet transform. Can be 1D or two-dimensional wavelet transform.)
- 2009-04-21 19:37:58下载
- 积分：1
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exp1
Experiment no 1 that is describing the first experiment of the Electromagnetic interference in the power electronics system.
- 2014-09-28 21:53:59下载
- 积分：1
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smooth2
Low pass filter in order to detect edge
- 2020-08-23 14:07:52下载
- 积分：1
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VC_MATLAB
VC + + 与MATLAB 混合编程研究及开发实例(VC++ Mixed Programming with MATLAB examples of research and development)
- 2009-12-20 14:02:02下载
- 积分：1
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AR
说明： 表面肌电信号的AR参数模型分析法，提取特征向量(AR parameters of the model of the surface EMG signal analysis, feature extraction vector)
- 2012-05-28 16:58:19下载
- 积分：1
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wcdmanetworkplanngingpart1
这个是芬兰人写的《WCDMA无线网络规划与优化》书上对应的Matlab源代码。这本书很经典。(this is the Finns write "WCDMA Wireless Network Planning and Optimization" book on the corresponding source Matlab code. This book classic.)
- 2007-05-19 16:50:13下载
- 积分：1
