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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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Griewank1
Griewank测试函数,经过实验已经可以使用,现在分享给大家啊(Griewank test function, after the experiment has been can now share with you ah)
- 2011-09-01 14:53:23下载
- 积分:1
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Alamouti_scheme
空时编码技术的matlab仿真,供通信仿真学习适用。(Space-time coding matlab simulation technology for communication simulation study apply.)
- 2014-12-01 11:24:28下载
- 积分:1
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preimage_rbf
此程序功能运行后可以得到比较好的结果,请好好运行下!(matlab)
- 2010-09-23 17:09:19下载
- 积分:1
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NDA_EM_8psk
使用EM算法,估计8PSK调制方式下的信噪比(EM algorithm using the estimated signal to noise ratio under 8PSK modulation)
- 2010-10-22 08:24:52下载
- 积分:1
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simulationforcapillary
matlab开发的非绝热毛细管流动过程的模拟(Matlab development of the non-adiabatic capillary flow simulation)
- 2007-01-31 20:32:45下载
- 积分:1
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myCapon
阵列信号处理中的Capon法,
仿真不同SNR、不同阵元数、不同快拍数下的性能!
原创(Capon array signal processing, simulation of different SNR, different number of array elements, different number of snapshots of performance under! Original)
- 2021-03-31 15:19:08下载
- 积分:1
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planning-
说明: matlab在规划问题方面的例程代码及讲义(matlab routine issues in the planning code and notes)
- 2011-03-27 23:05:43下载
- 积分:1
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emd_backup
相似度评估算法。Earth Movers Distance (EMD).(similarity assessment algorithm. Earth Movers Distance (EMD).)
- 2007-05-15 01:00:10下载
- 积分:1
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VSS_yuzhao
一种新型的滑膜控制结构,欢迎提出修改意见。(A new control structure synovial welcome propose amendments.)
- 2014-08-06 20:00:24下载
- 积分:1