Neural and Adaptive Systems: Fundamentals Through Simulations Contributor(s): Principe, José C. (Author), Euliano, Neil R. (Author), Lefebvre, W. Curt (Author) |
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ISBN: 0471351679 ISBN-13: 9780471351672 Publisher: Wiley OUR PRICE: $147.46 Product Type: Paperback Published: December 1999 Annotation: Develop New Insight into the Behavior of Adaptive Systems This one-of-a-kind interactive book and CD-ROM will help you develop a better understanding of the behavior of adaptive systems. Developed as part of a project aimed at innovating the teaching of adaptive systems in science and engineering, it unifies the concepts of neural networks and adaptive filters into a common framework. It begins by explaining the fundamentals of adaptive linear regression and builds on these concepts to explore pattern classification, function approximation, feature extraction, and time-series modeling/prediction. The text is integrated with the industry standard neural network/adaptive system simulator NeuroSolutions. This allows the authors to demonstrate and reinforce key concepts using over 200 interactive examples. Each of these examples is 'live, ' allowing the user to change parameters and experiment first-hand with real-world adaptive systems. This creates a powerful environment for learning through both visualization and experimentation. Key Features of the Text
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Additional Information |
BISAC Categories: - Computers | Neural Networks - Technology & Engineering | Electrical |
Dewey: 006.32 |
LCCN: 99027794 |
Physical Information: 1.42" H x 7.51" W x 9.24" (2.48 lbs) 672 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Ein einzigartiger und innovativer Ansatz zur Vermittlung von Kenntnissen über adaptive und neuronale Netze! Der Leser experimentiert mit realen Datensätzen und lernt so, das Verhalten der Netzwerke intuitiv einzuschätzen. Als interaktives Lehr- und Lernmittel bietet das Buch über 200 voll funktionsfähige Simulationen mit ausführlichen Arbeitsanleitungen - ideal auch zum Selbststudium! Die elektronische Version des Buches enthält neben dem vollständigen Text interessante Extras. (01/00) |