神经网络的综合基础

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神经网络的综合基础

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ISBN: 9787302049364
author: Simon Haykin
publishing house: 清华大学出版社
publication date: 2001 -10
series: 国际知名大学原版教材——信息技术学科与电气工程学科系列
price: 78.00
number of pages: 876

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contents

Preface xvii
Acknowledgments xxi
Abbreviations and Symbols xxiii
1 Introduction
2 Learning Processes
3 single Layer Perceptrons
4 Multilayer Perceptrons
5 Radial-Basis Function Networks
6 Support Vector Machines
7 Committee Machines
8 Principal Components Analysis
9 Self-Organizing Maps
……
Epilogue
Bibliography
Index

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