Neural Network Learning and Expert Systems (Bradford Books) - Tapa dura

Gallant, Stephen T.

 
9780262071451: Neural Network Learning and Expert Systems (Bradford Books)
Tapa dura
ISBN 10: 0262071452 ISBN 13: 9780262071451
Editorial: MIT Press, 1993

Sinopsis

Neural Network Learning and Expert Systems is the first book to present a unified and in-depth development of neural network learning algorithms and neural network expert systems. Especially suitable for students and researchers in computer science, engineering, and psychology, this text and reference provides a systematic development of neural network learning algorithms from a computational perspective, coupled with an extensive exploration of neural network expert systems which shows how the power of neural network learning can be harnessed to generate expert systems automatically.

Features include a comprehensive treatment of the standard learning algorithms (with many proofs), along with much original research on algorithms and expert systems. Additional chapters explore constructive algorithms, introduce computational learning theory, and focus on expert system applications to noisy and redundant problems.

For students there is a large collection of exercises, as well as a series of programming projects that lead to an extensive neural network software package. All of the neural network models examined can be implemented using standard programming languages on a microcomputer.

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Acerca del autor

Stephen l. Gallant taught courses in neural network learning and expert systems as Associate Professor of Computer Science at Northeastern University. He is currently a Senior Scientist at HNC, Inc.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
MIT Press
Año de publicación
1993
Idioma
Inglés
ISBN 10 
0262071452
ISBN 13 
9780262071451
Encuadernación
Tapa dura
Número de páginas
382
Contacto del fabricante
no disponible
Persona responsable
Buchpark GmbH
gpsr@buchpark.de

Krügerweg 1
Trebbin
Brandenburg
14959
Alemania

Otras ediciones populares con el mismo título

9780262527897: Neural Network Learning and Expert Systems

Edición Destacada

ISBN 10:  0262527898 ISBN 13:  9780262527897
Editorial: MIT Press, 1993
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