an introduction to neural networks - ben krose

an introduction to neural networks - ben krose

ID:14861920

大小:1.26 MB

页数:135页

时间:2018-07-30

an introduction to neural networks - ben krose_第1页
an introduction to neural networks - ben krose_第2页
an introduction to neural networks - ben krose_第3页
an introduction to neural networks - ben krose_第4页
an introduction to neural networks - ben krose_第5页
资源描述:

《an introduction to neural networks - ben krose》由会员上传分享,免费在线阅读,更多相关内容在学术论文-天天文库

1、AnintroductiontoNeuralNetworks..BenKrosePatrickvanderSmagtEightheditionNovember19962c1996TheUniversityofAmsterdam.Permissionisgrantedtodistributesinglecopiesofthisbookfornon-commercialuse,aslongasitisdistributedasawholeinitsoriginalform,andthenamesoftheauthorsandtheUniversityof

2、Amsterdamarementioned.Permissionisalsograntedtousethisbookfornon-commercialcourses,providedtheauthorsarenoti edofthisbeforehand.Theauthorscanbereachedat:BenKrosePatrickvanderSmagtFacultyofMathematics&ComputerScienceInstituteofRoboticsandSystemDynamicsUniversityofAmsterdamGerman

3、AerospaceResearchEstablishmentKruislaan403,NL{1098SJAmsterdamP.O.Box1116,D{82230WesslingTHENETHERLANDSGERMANYPhone:+31205257463Phone:+498153282400Fax:+31205257490Fax:+498153281134email:krose@fwi.uva.nlemail:smagt@dlr.deURL:http://www.fwi.uva.nl/research/neuro/URL:http://www.op.

4、dlr.de/FF-DR-RS/ContentsPreface9IFUNDAMENTALS111Introduction132Fundamentals152.1Aframeworkfordistributedrepresentation:::::::::::::::::::::152.1.1Processingunits::::::::::::::::::::::::::::::::152.1.2Connectionsbetweenunits::::::::::::::::::::::::::162.1.3Activationandoutputrul

5、es::::::::::::::::::::::::::162.2Networktopologies:::::::::::::::::::::::::::::::::::172.3Trainingofarti cialneuralnetworks:::::::::::::::::::::::::182.3.1Paradigmsoflearning:::::::::::::::::::::::::::::182.3.2Modifyingpatternsofconnectivity::::::::::::::::::::::182.4Notationan

6、dterminology:::::::::::::::::::::::::::::::182.4.1Notation:::::::::::::::::::::::::::::::::::::192.4.2Terminology::::::::::::::::::::::::::::::::::19IITHEORY213PerceptronandAdaline233.1Networkswiththresholdactivationfunctions::::::::::::::::::::233.2Perceptronlearningruleandcon

7、vergencetheorem:::::::::::::::::243.2.1ExampleofthePerceptronlearningrule:::::::::::::::::::253.2.2Convergencetheorem:::::::::::::::::::::::::::::253.2.3TheoriginalPerceptron::::::::::::::::::::::::::::263.3Theadaptivelinearelement(Adaline)::::::::::::::::::::::::273.4Networksw

8、ithlinearactivationfunctions:thedeltarule:::::::::::::

当前文档最多预览五页,下载文档查看全文

此文档下载收益归作者所有

当前文档最多预览五页,下载文档查看全文
温馨提示:
1. 部分包含数学公式或PPT动画的文件,查看预览时可能会显示错乱或异常,文件下载后无此问题,请放心下载。
2. 本文档由用户上传,版权归属用户,天天文库负责整理代发布。如果您对本文档版权有争议请及时联系客服。
3. 下载前请仔细阅读文档内容,确认文档内容符合您的需求后进行下载,若出现内容与标题不符可向本站投诉处理。
4. 下载文档时可能由于网络波动等原因无法下载或下载错误,付费完成后未能成功下载的用户请联系客服处理。