Principe, Euliano, and Lefebvre – Neural and Adaptative Systems CD

$12.97

Principe, Euliano, and Lefebvre - Neural and Adaptative Systems CD

$12.97

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Principe, Euliano, and Lefebvre – Neural and Adaptative Systems CD

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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

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

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