Browne A Neural Network Analysis, Architectures and Applications 2019
General:
Name: Browne A Neural Network Analysis, Architectures and Applications 2019
Format: pdf
Size: 68.13 MB
Book:
Title: Neural Network Analysis, Architectures and Applications
Author: Antony Browne
Language: polski
Year: 2024
Subjects: Computer Technology, Mathematics, Science, Nonfiction
Publisher: CRC Press
ISBN: 9780750304993
Total pages: 278
Description:
Neural Network Analysis, Architectures and Applications discusses the main areas of neural networks, with each authoritative chapter covering the latest information from different perspectives. Divided into three parts, the book first lays the groundwork for understanding and simplifying networks. It then describes novel architectures and algorithms, including pulse-stream techniques, cellular neural networks, and multiversion neural computing. The book concludes by examining various neural network applications, such as neuron-fuzzy control systems and image compression. This final part of the book also provides a case study involving oil spill detection. This book is invaluable for students and practitioners who have a basic understanding of neural computing yet want to broaden and deepen their knowledge of the field.
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