Adaptive Resonance Theory Microchips: Circuit Design Techniques (The Springer International Series in Engineering and Computer Science, 456)

Serrano-Gotarredona, Teresa; Linares-Barranco, Bernabé; Andreou, Andreas G.

ISBN 10: 0792382315 / ISBN 13: 9780792382317

Published by Springer, 1998

About this Item

Seller Inventory # I-9780792382317

Bibliographic Details

• Title: Adaptive Resonance Theory Microchips: Circuit Design Techniques (The Springer International Series in Engineering and Computer Science, 456)
• Publisher: Springer
• Publication Date: 1998
• Language: English
• ISBN 10: 0792382315
• ISBN 13: 9780792382317
• Binding: Hardcover
• Condition: New

About this title

Synopsis

Adaptive Resonance Theory Microchips describes circuit strategies resulting in efficient and functional adaptive resonance theory (ART) hardware systems. While ART algorithms have been developed in software by their creators, this is the first book that addresses efficient VLSI design of ART systems. All systems described in the book have been designed and fabricated (or are nearing completion) as VLSI microchips in anticipation of the impending proliferation of ART applications to autonomous intelligent systems. To accommodate these systems, the book not only provides circuit design techniques, but also validates them through experimental measurements. The book also includes a chapter tutorially describing four ART architectures (ART1, ARTMAP, Fuzzy-ART and Fuzzy-ARTMAP) while providing easily understandable MATLAB code examples to implement these four algorithms in software. In addition, an entire chapter is devoted to other potential applications for real-time data clustering and category learning.