 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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