Fundamentals of neural networks : Architectures, algorithms and applications.

By: Fausett, LaureneMaterial type: TextTextPublication details: New Delhi : Dorling kindersley, 1994Description: 467 p. : illustrationsISBN: 9788131700532 ; 8131700534Subject(s): Neural networks (Computer science)DDC classification: 004.6
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 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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