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
· · · · · · (收起)
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
· · · · · · (收起)
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