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Adaptive Resonance Theory Microchips - 1 edition

Adaptive Resonance Theory Microchips (ISBN10: 0792382315; ISBN13: 9780792382317)
ISBN13: 978-0792382317
ISBN10: 0792382315

Summary: 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 in moretelligent 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. less

Edition/Copyright: 1
Cover: Hardcover
Publisher: Springer-Verlag New York, LLC
Year Published: 1998
International: No

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