Название: Applied Neural Networks and Soft Computing Автор: Ivan Stanimirovic Издательство: Arcler Press ISBN: 1773613863 Год: 2018 (2019 Edition) Страниц: 234 Язык: английский Формат: pdf (true) Размер: 19.6 MB
Applied Neural Networks and Soft Computing examines the relation between neural networks and soft computing. Neural network is a system of hardware and software designed after the operations of neurons. Applied neural networks has a plethora of applications and the text tries to touch every aspect to give readers a wider perspective. Further, artificial neural networks (vaguely inspired by biological neural network) are also discussed to keep readers up to date regarding the latest innovations taking place.
Contents:
Preface.............. ....xix Chapter 1 Introduction................. 1 1.1. Differences Between The Brain and A Computer............ 4 1.2. Artificial Neural Networks................... 7 1.3. Definition and Characteristics.............. 7 1.4. Processing Stages................ 17 1.5. Training or Learning................ 22 Chapter 2 Application of an Intelligent Hopfield Neural Networks For Face Recognition............. 29 Chapter 3 Artificial Neural Networks............ 75 Chapter 4 Neural Networks Applied to the Analysis of Images............. 93 Chapter 5 Image Analysis System.............. 135 Chapter 6 Design and Construction of A System For Detecting Electromyographic Signals Using Neural Networks......... 151 Chapter 7 Conclusions............. 203 Bibliography................. 205 Index............... 209
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