Adaptive Resonance Theory Microchips - Circuit Design Techniques (Paperback, Softcover reprint of the original 1st ed. 1998)

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.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	The Springer International Series in Engineering and Computer Science, 456
Release date:	September 2012
First published:	1998
Authors:	Teresa Serrano-Gotarredona • Bernabe Linares-Barranco • Andreas G. Andreou
Dimensions:	235 x 155 x 14mm (L x W x T)
Format:	Paperback
Pages:	234
Edition:	Softcover reprint of the original 1st ed. 1998
ISBN-13:	978-1-4613-4672-2
Categories:	Books > Science & Mathematics > Mathematics > Mathematical foundations > General Books > Science & Mathematics > Physics > Thermodynamics & statistical physics > Statistical physics Books > Professional & Technical > Energy technology & engineering > Electrical engineering > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
LSN:	1-4613-4672-X
Barcode:	9781461346722

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