Author : Teresa Serrano-Gotarredona
Publisher : Springer Science & Business Media
ISBN 13 : 144198710X
Total Pages : 251 pages
Book Rating : 4.05/5 ( download)
Book Synopsis Adaptive Resonance Theory Microchips by : Teresa Serrano-Gotarredona
Download or read book Adaptive Resonance Theory Microchips written by Teresa Serrano-Gotarredona and published by Springer Science & Business Media. This book was released on 2012-09-07 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.