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Sinossi
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.
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Contenuti
List of Figures. List of Tables. Preface. 1. Adaptive Resonance Theory Algorithms. 2. A VLSI-Friendly ART1 Algorithm. 3. ART1 and ARTMAP VLSI Circuit Implementation. 4. A Current-Mode Multi-Chip WTA-Max Circuit. 5. An ART1/ARTMAP/Fuzzy-ART/Fuzzy-ARTMAP Chip. 6. Analog Learning Fuzzy Art Chips. 7. Some Potential Applications for ART Microchips. Appendices. A: MATLAB Codes for Adaptive Resonance Theory Algorithms. B: Computational Equivalence of the Original ART1 and the Modified ART1m Models. C: Systematic Width-and-Length Dependent CMOS Transistor Mismatch Characterization. References. Index.
Product Description
Book by SerranoGotarredona Teresa LinaresBarranco Bernab A
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
- EditoreKluwer Academic Pub
- Data di pubblicazione1998
- ISBN 10 0792382315
- ISBN 13 9780792382317
- RilegaturaCopertina rigida
- LinguaInglese
- Numero di pagine234
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Adaptive Resonance Theory Microchips: Circuit Design Techniques
Editore:
Kluwer Academic Publishers, Boston / London / Dordrecht, 1998
ISBN 10: 0792382315
ISBN 13: 9780792382317
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Da: PsychoBabel & Skoob Books, Didcot, Regno Unito
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Hardcover. Condizione: Very Good. Hardcover (no jacket) in very good condition. The lightest of edgewear to the hardcover. Previous owner's name penned on the FEP. All pages are clean and the text is clear. CM. Used. Codice articolo 465578
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Adaptive Resonance Theory Microchips: Circuit Design Techniques (The Springer International Series in Engineering and Computer Science, 456)
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Adaptive Resonance Theory Microchips : Circuit Design Techniques
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Buch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Codice articolo 9780792382317
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Adaptive Resonance Theory Microchips
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Gebunden. Condizione: New. 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 b. Codice articolo 5970769
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Adaptive Resonance Theory Microchips
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Buch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 262 pp. Englisch. Codice articolo 9780792382317
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Adaptive Resonance Theory Microchips: Circuit Design Techniques (The Springer International Series in Engineering and Computer Science)
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