Book Details
Orange Code:87299
Paperback:395 pages
Publications:
Categories:
Sections:
1. Fuzzy Neural Networks for Storing and Classifying2. Fuzzy Associative Memory—Feedback Networks3. Regular Fuzzy Neural Networks4. Polygonal Fuzzy Neural Networks5. Approximation Analysis of Fuzzy Systems6. Stochastic Fuzzy Systems and Approximations7. Application of FNN to Image Restoration
Description:
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This book provides a comprehensive presentation of the developments in fuzzy neural networks, with regard to theory as well as their application to system identification and image restoration. Special emphasis is placed on the fundamental concepts and architecture analysis of fuzzy neural networks. The book is unique in treating all kinds of fuzzy neural networks and their learning algorithms, and using universal approximation analysis with simulation examples carefully designed to help the reader grasp the underlying theory. This is a valuable reference for scientists and engineers working in mathematics, computer science, control or other fields related to information processing. It can also be used as a textbook for graduate courses in applied mathematics, computer science and electrical engineering.
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