| Fuzzy Neural Network Theory and Application Contributor(s): Liu, Puyin (Author), Li, Hong-Xing (Author) |
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ISBN: 9812387862 ISBN-13: 9789812387868 Publisher: World Scientific Publishing Company OUR PRICE: $166.25 Product Type: Hardcover - Other Formats Published: June 2004 Annotation: 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. |
| Additional Information |
| BISAC Categories: - Computers | Neural Networks - Mathematics | Applied |
| Dewey: 006.32 |
| Series: Machine Perception and Artificial Intelligence |
| Physical Information: 0.99" H x 6.42" W x 9.3" (1.82 lbs) 396 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: This book systematically synthesizes research achievements in the field of fuzzy neural networks in recent years. It also provides a comprehensive presentation of the developments in fuzzy neural networks, with regard to theory as well as their application to system modeling 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 universal approximations, and employing simulation examples which are 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, automatic control and electrical engineering. |