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.

Details & Specs

Title:Fundamentals of Neural Networks: Architectures, Algorithms And ApplicationsFormat:PaperbackDimensions:461 pages, 8.9 × 6.9 × 1 inPublished:December 9, 1993Publisher:Pearson Education

The following ISBNs are associated with this title:

ISBN - 10:0133341860

ISBN - 13:9780133341867

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Extra Content

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.