Fundamentals of Neural Networks : Architectures, Algorithms, and Applications

Fausett, Laurene

ISBN 10: 0133341860 / ISBN 13: 9780133341867

Editore: Pearson, 1993

Riguardo questo articolo

May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers. Codice articolo 53432-5

Dati bibliografici

Titolo: Fundamentals of Neural Networks : ...

Casa editrice: Pearson

Data di pubblicazione: 1993

Legatura: Brossura

Condizione: good

Descrizione articolo

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.