Monday, February 15, 2010

Fundamentals Of Neural Networks




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

Download this book for free Click here

No comments:

Post a Comment

Related Posts with Thumbnails

Put Your Ads Here!