Fundamentals of neural networks : architectures, algorithms, and applications / Laurene Fausett.

By:

Fausett, Laurene V [author]

Material type: Text

text

Media type:

unmediated

Carrier type:

volume

ISBN:

0133341860

Subject(s):

Neural networks (Computer science)

DDC classification:

20 006.3 F.L.F

LOC classification:

QA76.87 .F38 1994

Contents:

Introduction -- Simple Neural Nets for Pattern Classification -- Pattern Association -- Neural Networks Based on Competition -- Adaptive Resonance Theory -- Backpropagation Neural Net -- A Sampler of Other Neural Nets.

Summary: 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.

Tags from this library: No tags from this library for this title. Log in to add tags.

Average rating: 0.0 (0 votes)

Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode
Books	Main library A2	Computers & Information Technology ( Computer Science )	006.3 F.L.F (Browse shelf(Opens below))	1	Available		00016298

Includes bibliographical references (p. 437-447) and index.

Introduction --
Simple Neural Nets for Pattern Classification --
Pattern Association --
Neural Networks Based on Competition --
Adaptive Resonance Theory --
Backpropagation Neural Net --
A Sampler of Other Neural Nets.

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.

There are no comments on this title.

to post a comment.