| Adaptive Resonance Theory Microchips: Circuit Design Techniques 1998 Edition Contributor(s): Serrano-Gotarredona, Teresa (Author), Linares-Barranco, Bernabé (Author), Andreou, Andreas G. (Author) |
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ISBN: 0792382315 ISBN-13: 9780792382317 Publisher: Springer OUR PRICE: $161.49 Product Type: Hardcover - Other Formats Published: August 1998 Annotation: 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. |
| Additional Information |
| BISAC Categories: - Computers | Logic Design - Technology & Engineering | Electrical - Mathematics | Logic |
| Dewey: 621.395 |
| LCCN: 98028072 |
| Series: The Springer International Engineering and Computer Science |
| Physical Information: 0.63" H x 6.14" W x 9.21" (1.20 lbs) 234 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |