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.
標(biāo)簽: reversible algorithm the nstrates
上傳時(shí)間: 2014-01-08
上傳用戶: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.
標(biāo)簽: algorithms problems Several trivial
上傳時(shí)間: 2014-01-20
上傳用戶: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!
標(biāo)簽: simulation the Little league
上傳時(shí)間: 2014-12-07
上傳用戶:youlongjian0
一個(gè)設(shè)計(jì)文檔的樣例 Design Report: Resource Management Software Electrical Engineering and Computer Science department Milwaukee School of Engineering
標(biāo)簽: Engineering Management Electrical Computer
上傳時(shí)間: 2016-07-29
上傳用戶: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
標(biāo)簽: Architecture Challenges and Jonathan
上傳時(shí)間: 2013-11-25
上傳用戶:yuchunhai1990
(1)設(shè)計(jì)一個(gè)人事管理的People(人員)類.考慮到通用性,這里只抽象出所有類型人員都具有的屬性:name(姓名),number(編號(hào)), sex(性別),birthday(出生日期),id(身份證號(hào))等等.其中"出生日期"定義為一個(gè)"日期"類(具有屬性:year(年),month (月),date(日)內(nèi)嵌子對(duì)象.用成員函數(shù)實(shí)現(xiàn)對(duì)人員信息的錄入和顯示等必要功能操作(自己獨(dú)立思考設(shè)計(jì)).要求包括:構(gòu)造函數(shù)和析構(gòu)函數(shù),拷貝構(gòu)造 函數(shù),內(nèi)聯(lián)成員函數(shù). (2)從People(人員)類派生出student(學(xué)生)類,添加屬性:班號(hào)char chassNO[7];從People類派生出teacher(教師)類,添加屬性:職務(wù)char principalship[11],部門char department[21].從student類中派生出graduate(研究生)類,添加屬性:專業(yè)char subject[21],導(dǎo)師teacher adviser(為(教師類內(nèi)嵌子對(duì)象);從graduate類和teacher類派生出TA(助教生)類,注意虛基類的使用,重載相應(yīng)的成員函數(shù). (3)對(duì)People類重載"=="運(yùn)算符和"="運(yùn)算符,"=="運(yùn)算符判斷兩個(gè)People類對(duì)象的id屬性是否相等;"="運(yùn)算符實(shí)現(xiàn)People類對(duì)象的賦值操作. (4)定義一個(gè)對(duì)People類對(duì)象數(shù)組按編號(hào)排序的函數(shù),一個(gè)按編號(hào)查找people對(duì)象的函數(shù).
標(biāo)簽: birthday People number name
上傳時(shí)間: 2014-01-17
上傳用戶: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
標(biāo)簽: B.A.S R. Object-Oriented Algorithms
上傳時(shí)間: 2017-03-07
上傳用戶:z754970244
object recognition using fast adaptive hough transform 快速自適應(yīng)霍夫變換 作者:D.D. Haule. A.S. Malowany Computer Vision and Robotics Laboratory department of Electrical Engineering McGill University。IEEE 1989的文章,對(duì)指導(dǎo)霍夫變換檢測(cè)目標(biāo)的識(shí)別有一定的參考意義
標(biāo)簽: D.D. A.S. recognition transform
上傳時(shí)間: 2017-04-09
上傳用戶: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.
標(biāo)簽: Supervisory Acquisition presented Control
上傳時(shí)間: 2014-01-12
上傳用戶: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
標(biāo)簽: demonstrates DEMO_COND condition the
上傳時(shí)間: 2014-01-23
上傳用戶:lwwhust
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