Fundamentals of neural networks : Architectures, algorithms and applications.

By:

Fausett, Laurene

Material type: Text

TextPublication details: New Delhi : Dorling kindersley, 1994.Description: 467 p. : illustrationsISBN:

9788131700532
8131700534

Subject(s):

Neural networks (Computer science)

DDC classification:

004.6 FAU

Contents:

1. Introduction. -- 2. Simple Neural Nets for Pattern Classification. -- 3. Pattern Association. -- 4. Neural Networks Based on Competition. -- 5. Adaptive Resonance Theory. -- 6. Backpropagation Neural Net. -- 7. A Sampler of Other Neural Nets. -- Glossary. -- References. -- Index.

Summary: Provides an introduction to neural networks. This book features systematic discussions of various neural networks and fortifies the reader's understanding with examples.

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
Reference Books	Main Library Reference	Reference	004.6 FAU (Browse shelf(Opens below))	Available		012436

Total holds: 0

Included Glossary, Index.

1. Introduction. --
2. Simple Neural Nets for Pattern Classification. --
3. Pattern Association. --
4. Neural Networks Based on Competition. --
5. Adaptive Resonance Theory. --
6. Backpropagation Neural Net. --
7. A Sampler of Other Neural Nets. --
Glossary. --
References. --
Index.

Provides an introduction to neural networks. This book features systematic discussions of various neural networks and fortifies the reader's understanding with examples.

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