This demo nstrates how to use the sequential Monte Carlo algorithm with reversible jump MCMC steps to perform model selection in neural networks. We treat both the model dimension (number of neurons) and model parameters as unknowns. The derivation and details are presented in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Sequential Bayesian Estimation and Model Selection Applied to Neural Networks . Technical report CUED/F-INFENG/TR 341, Cambridge University Department of Engineering, June 1999. After downloading the file, type "tar -xf version2.tar" to uncompress it. This creates the directory version2 containing the required m files. Go to this directory, load matlab5 and type "smcdemo1". In the header of the demo file, one can select to monitor the simulation progress (with par.doPlot=1) and modify the simulation parameters.
资源简介：This demo nstrates how to use the sequential Monte Carlo algorithm with reversible jump MCMC steps to perform model selection in neural networks. We treat both the model dimension (number of neurons) and model parameters as unknowns. The de...
上传时间： 2014-01-18
上传用户：康郎
资源简介：On-Line MCMC Bayesian Model Selection This demo demonstrates how to use the sequential Monte Carlo algorithm with reversible jump MCMC steps to perform model selection in neural networks. We treat both the model dimension (number of neur...
上传时间： 2016-04-07
上传用户：lindor
资源简介：This demo shows how to use MATLAB, Optimization Toolbox, and Genetic Algorithm and Direct Search Toolbox to optimize the design of a double wishbone suspension system.
上传时间： 2013-12-18
上传用户：youmo81
资源简介：This prj demonstrates how to use the SROM memory classes for the Dallas DS80C400. This example uses the memcpy function to copy a function in the SROM memory class (which is located in CODE memory) to von Neumann mapped XDATA (starting at 0...
上传时间： 2013-12-22
上传用户：tuilp1a
资源简介：ppc 下读取电池状态的代码。 This sample demonstrates how to use the State and Notification Broker APIs.
上传时间： 2015-12-17
上传用户：恋天使569
资源简介：// // Histogram Sample // This sample shows how to use the Sample Grabber filter for video image processing. // Conceptual background: // A histogram is just a frequency count of every pixel value in the image. // There are various w...
上传时间： 2013-12-15
上传用户：ryb
资源简介：This example describes how to use the ADC and DMA to transfer continuously converted data from ADC to a data buffer. The ADC is configured to converts continuously ADC channel14. Each time an end of conversion occurs the DMA transfers, ...
上传时间： 2014-01-03
上传用户：徐孺
资源简介：This project shows how to use the IOKit notification mechanism to register to be notified when devices come and go. It uses the Cypress/Anchor EZ-USB chip. (Look at the following example for another way to get notified when a device is unpl...
上传时间： 2013-12-01
上传用户：zhuimenghuadie
资源简介：This designs demonstrates how to use the Ethernet port using a Nios II system on the DE2 board. It sends packets, and using a loopback Ethernet cable, it ll receive the same packets which are then displayed. It also works if the board is co...
上传时间： 2013-11-27
上传用户：skfreeman
资源简介：This tutorial illustrates how to use the versatile Eclipse environment to facilitate development of Globus Toolkit V4 (GT4) grid services. The tutorial is written for Web service and grid developers who would like the convenience of orch...
上传时间： 2014-08-18
上传用户：我们的船长
