
PREFACE
ACKNOWLEDGMENTS
CHAPTER 1 INTRODUCTION
1.1 Why Neural Networks, and Why Now? 1
1.2 What Is a Neural Net? 3
1.2.1 Artificial Neural Networks, 3
1.2.2 Biological Neural Networks, 5
1.3 Where Are Neural Nets Being Used? 7
1.3.1 Signal Processing, 7
1.3.2 Control, 8
1.3.3 Pattern Recognition, 8
1.3.4 Medicine, 9
1.3.5 Speech Production, 9
1.3.6 Speech Recognition, 10
1.3.7 Business, 11
1.4 How Are Neural Networks Used? 11
1.4.1 Typical Architectures, 12
1.4.2 Setting the Weights, 15
1.4.3 Common Activation Functions, 17
1.4.4 Summary of Notation, 20
Chapter 2 Simple Neural Nets For Pattern Classification
Chapter 3 Pattern Association
Chapter 4 Neural Networks Based on Competition
Chapter 5 Adaptive Resonance Theory
Chapter 6 Backpropagation Neural Net
Chapter 7 A Sampler of Other Neural Nets
Glossary
References
Index
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