Fundamentals of neural networks : architectures, algorithms, and applications /
Fausett, Laurene V.
Fundamentals of neural networks : architectures, algorithms, and applications / Laurene Fausett. - xvi, 461 pages : illustrations ; 24 cm.
Includes bibliographical references (p. 437-447) and index.
Introduction --
Simple Neural Nets for Pattern Classification --
Pattern Association --
Neural Networks Based on Competition --
Adaptive Resonance Theory --
Backpropagation Neural Net --
A Sampler of Other Neural Nets.
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.
0133341860
93008629
Neural networks (Computer science)
QA76.87 / .F38 1994
006.3 / F.L.F
Fundamentals of neural networks : architectures, algorithms, and applications / Laurene Fausett. - xvi, 461 pages : illustrations ; 24 cm.
Includes bibliographical references (p. 437-447) and index.
Introduction --
Simple Neural Nets for Pattern Classification --
Pattern Association --
Neural Networks Based on Competition --
Adaptive Resonance Theory --
Backpropagation Neural Net --
A Sampler of Other Neural Nets.
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.
0133341860
93008629
Neural networks (Computer science)
QA76.87 / .F38 1994
006.3 / F.L.F