Fundamentals of Neural Networks

Architectures, Algorithms And Applications: International Edition

Laurene V. Fausett (Autor)

Buch | Softcover

461 Seiten

1994
Pearson (Verlag)
978-0-13-042250-7 (ISBN)

Infos

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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An exceptionally clear, thorough introduction to neural networks written at an elementary level. Written with the beginning student in mind, the text features systematic discussions of all major neural networks and fortifies the reader's understanding with many examples.

An exceptionally clear, thorough introduction to neural networks written at an elementary level. Written with the beginning student in mind, the text features systematic discussions of all major neural networks and fortifies the reader's understudy with many examples.

Inhalt

 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.

Produkt-Details

• Erscheint lt. Verlag: 1.1.1994
• Sprache: englisch
• Maße: 178 x 235 mm
• Gewicht: 674 g
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• ISBN-10: 0-13-042250-9 / 0130422509
• ISBN-13: 978-0-13-042250-7 / 9780130422507
• Zustand: Neuware