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Neural and Adaptive Systems: Fundamentals through Simulations free ebook download

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Computer Science

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Catalogue

Author(s):	Jose C. Principe

Date:	1999	Format:	chm	Language:	English	ISBN/ASIN:	007048760X
Pages:	697	OCR:		Quality:		ISBN13:	9780070487604
Uploader:	tvladb77	Upload Date:	11/17/2021 12:21:23 PM

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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 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

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3051647	Book	https://novafile.com/file/8857b3frv8hq...		0.00	tvladb77

Tags: Adaptive Fundamentals Neural Simulations Systems through

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Neural and Adaptive Systems: Fundamentals through Simulations free ebook download

Category: Computer Science

Description: Click to see full description

Category:
Computer Science