tailieunhanh - Ebook Fundamentals of neural networks: Part 1
(BQ) The book providing detailed examples of simple applications, this new book introduces the use of neural networks. It covers simple neural nets for pattern classification; pattern association; neural networks based on competition; adaptive-resonance theory; and more. For professionals working with neural networks. | Contents xiii PREFACE xv, ACKNOWLEDGMENTS 1 CHAPTER 1 INTRODUCTION Why Neural Networks, and Why Now? What Is a Neural Net? 3 Artificial Neural Networks, 3 Biological Neural Networks, 5 Where Are Neural Nets Being Used? 7 1 Signal Processing, 7 Control, 8 Pattern Recognition, 8 Medicine, 9 Speech Production, 9 Speech Recognition, 10 Business, 11 How Are Neural Networks Used? 11 Typical Architectures, 12 Setting the Weights, 15 Common Activation Functions, 17 Summary of Notation, .
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