Fundamentals of Neural Networks: Architectures, Algorithms And Applications by Laurene V. FausettFundamentals of Neural Networks: Architectures, Algorithms And Applications by Laurene V. Fausett

Fundamentals of Neural Networks: Architectures, Algorithms And Applications

byLaurene V. Fausett

Paperback | December 9, 1993

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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.

Title:Fundamentals of Neural Networks: Architectures, Algorithms And ApplicationsFormat:PaperbackDimensions:461 pages, 8.8 × 7 × 0.9 inPublished:December 9, 1993Publisher:Pearson Education

The following ISBNs are associated with this title:

ISBN - 10:0133341860

ISBN - 13:9780133341867

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Table of 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.