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
The algorithms are coded in a way that makes it trivial to apply them to other problems. Several generic routines for resampling are provided. The derivation and details are presented in: Rudolph van der Merwe, Arnaud Doucet, Nando de Freitas and Eric Wan. The Unscented Particle Filter. Technical report CUED/F-INFENG/TR 380, Cambridge University DePartment of Engineering, May 2000. After downloading the file, type "tar -xf upf_demos.tar" to uncompress it. This creates the directory webalgorithm containing the required m files. Go to this directory, load matlab5 and type "demo_MC" for the demo.
标签: algorithms problems Several trivial
上传时间: 2014-01-20
上传用户:royzhangsz
The Little Green BATS is the first and so far only Dutch team in the 3D simulation league. We are a group of graduate students from the DePartment of AI at the University of Groningen, The Netherlands. Our team name is derived from the fact that the first 3D agents in the league were balls and from the very philosophical observation that Balls Are Truly Spheres (BATS). This abbreviation reminded us of our favorite song Little Green Bag by The George Baker Selection and so the whole team name was born. We entered the competition for the first time at the 10th edition of RoboCup at Bremen, Germany. unfortunately our hard work didn t pay off that time: already in the second round we got eliminated. However, after this we had a good base to build upon and the good time we had at the event and the nice community inspired us to continue and work hard for another year. This turned out to be defiantly worth it, because in 2007 in Atlanta we managed to become vice world champions!
标签: simulation the Little league
上传时间: 2014-12-07
上传用户:youlongjian0
一个设计文档的样例 Design Report: Resource Management Software Electrical Engineering and Computer Science DePartment Milwaukee School of Engineering
标签: Engineering Management Electrical Computer
上传时间: 2016-07-29
上传用户:zq70996813
FPGA Architecture: Survey and Challenges Ian Kuon1, Russell Tessier2 and Jonathan Rose1 1 The Edward S. Rogers Sr. DePartment of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada, {ikuon, jayar}@eecg.utoronto.ca 2 DePartment of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA, tessier@ecs.umass.edu
标签: Architecture Challenges and Jonathan
上传时间: 2013-11-25
上传用户:yuchunhai1990
(1)设计一个人事管理的People(人员)类.考虑到通用性,这里只抽象出所有类型人员都具有的属性:name(姓名),number(编号), sex(性别),birthday(出生日期),id(身份证号)等等.其中"出生日期"定义为一个"日期"类(具有属性:year(年),month (月),date(日)内嵌子对象.用成员函数实现对人员信息的录入和显示等必要功能操作(自己独立思考设计).要求包括:构造函数和析构函数,拷贝构造 函数,内联成员函数. (2)从People(人员)类派生出student(学生)类,添加属性:班号char chassNO[7];从People类派生出teacher(教师)类,添加属性:职务char principalship[11],部门char DePartment[21].从student类中派生出graduate(研究生)类,添加属性:专业char subject[21],导师teacher adviser(为(教师类内嵌子对象);从graduate类和teacher类派生出TA(助教生)类,注意虚基类的使用,重载相应的成员函数. (3)对People类重载"=="运算符和"="运算符,"=="运算符判断两个People类对象的id属性是否相等;"="运算符实现People类对象的赋值操作. (4)定义一个对People类对象数组按编号排序的函数,一个按编号查找people对象的函数.
标签: birthday People number name
上传时间: 2014-01-17
上传用户:GHF
Data Structures and Algorithms with Object-Oriented Design Patterns in Java Bruno R. Preiss B.A.Sc., M.A.Sc., Ph.D., P.Eng. Associate Professor DePartment of Electrical and Computer Engineering University of Waterloo, Waterloo, Canada
标签: B.A.S R. Object-Oriented Algorithms
上传时间: 2017-03-07
上传用户:z754970244
object recognition using fast adaptive hough transform 快速自适应霍夫变换 作者:D.D. Haule. A.S. Malowany Computer Vision and Robotics Laboratory DePartment of Electrical Engineering McGill University。IEEE 1989的文章,对指导霍夫变换检测目标的识别有一定的参考意义
标签: D.D. A.S. recognition transform
上传时间: 2017-04-09
上传用户:s363994250
A paper that I presented on Supervisory Control and Data Acquisition (SCADA) won the second prize at the symposium conducted by the Electrical and Electronics Engineering DePartment of the SRM University. Other topics on which I presented papers were Performance enhancement of wireless sensor networks using directional antennas, Smart card application and wireless communication. Also my research idea titled “Wavelet Based Image Compression Using SPIHT Algorithm “secured third prize in a technical festival.
标签: Supervisory Acquisition presented Control
上传时间: 2014-01-12
上传用户:zhouli
DEMO_COND demonstrates the role of the condition number of a matrix (with respect to inversion) in the role of linear system solving. Matthias Heinkenschloss DePartment of Computational and Applied Mathematics Rice University Feb 22, 2001
标签: demonstrates DEMO_COND condition the
上传时间: 2014-01-23
上传用户:lwwhust