Fundamentals of Neural Networks

Architectures, Algorithms And Applications: United States Edition

Laurene V. Fausett (Autor)

Buch | Hardcover

480 Seiten

1994
Pearson (Verlag)
9780133341867 (ISBN)

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Provides an introduction to neural networks written at an elementary level. This text features discussions of neural networks and aims to fortify 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 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.

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.

Erscheint lt. Verlag	1.1.1994
Sprache	englisch
Maße	186 x 241 mm
Gewicht	740 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-13	9780133341867 / 9780133341867
Zustand	Neuware