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Adaptive Resonance Theory Microchips

Name: Adaptive Resonance Theory Microchips
Brand: Springer-Verlag New York Inc.
SKU: 02016266
Price: 169.09 EUR
Availability: InStock
Author: Teresa Serrano-Gotarredona
ISBN: 9781461346722

Circuit Design Techniques

Teresa Serrano-Gotarredona

Bernabé Linares-Barranco

Andreas G. Andreou

Idioma

Inglés

Libro Tapa blanda

Código Libristo: 02016266

Editores Springer-Verlag New York Inc., septiembre 2012

Adaptive Resonance Theory Microchips describes circuit strategies resulting in efficient and functio... Descripción completa

Código Libristo: 02016266

414 b

169.09 €

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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.