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.
标签: reversible algorithm the nstrates
上传时间: 2014-01-08
上传用户:cuibaigao
Excellent Bootloader with a lot of features for arm, can be used for homebrew applications or for learning how a bootloader works, it has support for networking and yet has a very small size. support for filesystems, flash disk, flash, cf etc present. ideal when you would like get ur board up and running quickly.
标签: for applications Bootloader Excellent
上传时间: 2014-12-07
上传用户:klin3139
一个利用三层开发的简单聊天室,发言可以自定义颜色和表情,消息保持用的是Sql数据库,采用 <meta http-equiv="refresh" content="5" />自动刷新。 DB_51aspx下为Sql数据库文件,附加即可 /login.aspx为登陆页,默认登陆帐号/密码:51aspx/51aspx
标签:
上传时间: 2013-12-25
上传用户:gengxiaochao
This book is for the experience and not the same level of the design process so prepared by the staff, of course, the reader should at least be able to prepare a simple C language program. On the C language are learning readers, this book is any C language tutorial excellent supporting materials, to be able to answer all relevant questions.
标签: the experience prepared process
上传时间: 2013-12-20
上传用户:jcljkh
Ants performing 3 actions: searching ore , mining ore , returning ore basic Artificial Neurological Network working the learning proces to pick their state through Genetic Programming 人工智能中的蚁群算法
标签: ore Neurological performing Artificial
上传时间: 2013-12-26
上传用户:hongmo
一个用神经网络方法实现人脸识别的程序,来源于CMU的machine learning 课程作业,具有参考价值
上传时间: 2013-11-28
上传用户:515414293
This is a simple demo of a Kalman filter for a sinus wave, it is very commented and is a good approach to start when learning the capabilities of it.
标签: commented is Kalman approa
上传时间: 2013-12-15
上传用户:sk5201314
Zero-order-hold Intended for a senior-level course on the analysis and design of digital control systems, the text is also useful for graduate students and practicing engineers who are learning state-space design techniques.
标签: Zero-order-hold senior-level Intended analysis
上传时间: 2013-12-04
上传用户:liuchee
Upper gain margin Intended for a senior-level course on the analysis and design of digital control systems, the text is also useful for graduate students and practicing engineers who are learning state-space design techniques.
标签: senior-level Intended analysis control
上传时间: 2013-12-12
上传用户:225588
linux-unix130.linux.and.unix.ebooks\130 linux and unix ebooks\linux\Learning Linux - Collection of 12 Ebooks 1999zip
标签: linux ebookslinuxLearning unix linux-unix
上传时间: 2013-11-25
上传用户:s363994250