神经网络设计

图书标准信息

• 作者 黑根 著
• 出版社 机械工业出版社
• 出版时间 2002-09
• 版次 1
• ISBN 9787111108412
• 定价 69.00元
• 装帧 平装
• 开本 其他
• 纸张 胶版纸
• 页数 1页

【内容简介】

MartinT.Hagan，HowardB.Demuth：NeuralNetworkDesignOriginalcopyright@1996byPWSPublishingCompany.Allrightsreserved.FirstpublishedbyPWSPublishingCompany,adivisionofThomsinLearning,UnitedStatesofAmerica.ReprintedforPeoplesRepublicofChinabyThomsonAsiaPteLtdandChinaMachinePressandCITICPublishingHouseunderthearthorizationofThomsonLearning.NopartofthisbookmaybereproducedinanyformwithoutthethepriorwrittenpermissionofThomsonLearingandChinaMachinePerss.

【目录】

Preface
1Introduction
2NeuronModelandnetworkArchitectures
3AnIllustrativeExample
4PerceptronLearningRule
5SiganlandWeightVectorSpaces
6LinearTransformationsforNeuralNetworks
7SupervisedHebbianLearning
8PerformanceSurfacesandOptimumPoints
9PerformanceOptimization
10Widrow-HoffLearning
11Backpropagation
12VariationsonBackpropagation
13AssociativeLearning
14CompetitiveNetworks
15GrossbergNetwork
16AdaptiveResonanceTheory
17Stability
18HopfieldNetwork
19Epilogue
Appendices
ABibliography
BNotation
CSoftware
Iindex