Fundamentals of neural networks : Architectures, algorithms and applications.
Material type: TextPublication details: New Delhi : Dorling kindersley, 1994Description: 467 p. : illustrationsISBN: 9788131700532 ; 8131700534Subject(s): Neural networks (Computer science)DDC classification: 004.6Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
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Reference Books | Main Library Reference | Reference | 004.6 FAU (Browse shelf(Opens below)) | Available | 012436 |
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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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