Fundamentals of Neural Networks: Architectures, Algorithms And Applications

Fausett, Laurene V.

ISBN 10: 0133341860 / ISBN 13: 9780133341867

Editore: Pearson, 1993

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The book is nice and 100% readable, but the book has visible wear which may include stains, scuffs, scratches, folded edges, sticker glue, highlighting, notes, and worn corners. There is a signature or handwriting on the inside front cover. Codice articolo 4JQZV100004P

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Titolo: Fundamentals of Neural Networks: ...

Casa editrice: Pearson

Data di pubblicazione: 1993

Legatura: Brossura

Condizione: Good

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Riassunto:

Providing detailed examples of simple applications, this new book introduces the use of neural networks. It covers simple neural nets for pattern classification; pattern association; neural networks based on competition; adaptive-resonance theory; and more. For professionals working with neural networks.

Product Description:

An exceptionally clear, thorough introduction to neural networks written at an elementary level. Written with the beginning student in mind, the text features systematic discussions of all major neural networks and fortifies the reader's understudy with many examples. *Covers all major neural networks. *Shows architectures in a similar format for all nets - illustrating the similarities and differences among them. *Clarifies the differences in the capabilities of the different networks by focusing on simple problems - in many cases variations of a theme. *Presents algorithms in enough detail to facilitate the writing of computer programs. *Gives detailed examples of simple applications. *Provides mathematical development when it provides a guide to proper implementation of a net. *Includes exercises and 25 computer projects.