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 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.
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.
IEEE1149.1的產(chǎn)生1985年由IBM、AT&T、Texas Instruments、Philips Electronics NV、Siemens、Alcatel和Ericsson等公司成立的JETAG（Joint European Test Action Group）提出了邊界掃描技術(shù)。1986年由于其它地區(qū)的一些公司的加入，JETAG改名為JTAG。1988年JTAG提出了標(biāo)準(zhǔn)的邊界掃描體系結(jié)構(gòu)，名稱叫Boundary-Scan Architecture Standard Proposal，version2.0，1990年IEEE正式承認(rèn)了JTAG標(biāo)準(zhǔn)，經(jīng)過補(bǔ)充和修訂以后命名命名為IEEE1149.1-90。同年又提出了BSDL（Boundary Scan Description Lauguage，邊界掃描描述語言）。后來成為IEEE1149.1-93標(biāo)準(zhǔn)的一部分。
