Neural and adaptive systems: fundamentals through simulations

By:

Principe, Jose C

Contributor(s):

Publication details: Wiley, 2000 New york:Description: 656p.; ill.; 25cmISBN:

9780471351672

Subject(s):

DDC classification:

006.32 PRI

Summary: This interactive book and CD-ROM will help you develop a better understanding of the behaviour of adaptive systems. 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." "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; and hyperlinks allow instant access to keyword definitions, bibliographic references, equations, and advanced discussions of concepts

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Item type	Current library	Call number	Status	Date due	Barcode
Books	IIT Gandhinagar	006.32 PRI (Browse shelf(Opens below))	Available		023684

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Includes bibliographical references and index.

This interactive book and CD-ROM will help you develop a better understanding of the behaviour of adaptive systems. 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." "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; and hyperlinks allow instant access to keyword definitions, bibliographic references, equations, and advanced discussions of concepts

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