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Item Details
| Title:
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NEURAL AND ADAPTIVE SYSTEMS
FUNDAMENTALS THROUGH SIMULATION |
| By: |
Jose C. Principe, Neil R. Euliano, W. Curt Lefebvre |
| Format: |
Mixed media product |
| List price:
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£135.95 |
| Our price: |
£122.36 |
| Discount: |
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| You save:
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£13.59 |
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| ISBN 10: |
0471351679 |
| ISBN 13: |
9780471351672 |
| Availability: |
Usually dispatched within 1-3 weeks.
 Delivery
rates
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| Stock: |
Currently 0 available |
| Publisher: |
JOHN WILEY & SONS INC |
| Pub. date: |
21 December, 1999 |
| Pages: |
672 |
| Description: |
Neural networks have become one of the most sophisticated applications in use today by engineers and others in a myriad of applications like cellular networks, financial analysis, stock market analysis, traffic coordination, etc. |
| Synopsis: |
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 a live,a 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* The text and CD combine to become an interactive learning tool.*Emphasis is on understanding the behavior of adaptive systems rather than mathematical derivations.* Each key concept is followed by an interactive example.* Over 200 fully functional simulations of adaptive systems are included.* The text and CD offer a unified view of neural networks, adaptive filters, pattern recognition, and support vector machines.* Hyperlinks allow instant access to keyword definitions, bibliographic references, equations, and advanced discussions of concepts. The CD--ROM Contains:* A complete, electronic version of the text in hypertext format* NeuroSolutions, an industry standard, icon--based neural network/adaptive system simulator* A tutorial on how to use NeuroSolutions* Additional data files to use with the simulator "An innovative approach to describing neurocomputing and adaptive learning systems from a perspective which unifies classical linear adaptive systems approaches with the modern advances in neural networks. It is rich in examples and practical insight." --James Zeidler, University of California, San Diego |
| Illustrations: |
Ill. |
| Publication: |
US |
| Imprint: |
John Wiley & Sons Inc |
| Returns: |
Returnable |
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