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Adaptive Resonance Theory Microchips

Circuit Design Techniques

  • Book
  • © 1998

Overview

Authors:
  1. Teresa Serrano-Gotarredona

    1. National Microelectronics Center, Sevilla, Spain

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  2. Bernabé Linares-Barranco

    1. National Microelectronics Center, Sevilla, Spain

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    You can also search for this author in PubMed   Google Scholar

  3. Andreas G. Andreou

    1. The Johns Hopkins University, USA

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Part of the book series: The Springer International Series in Engineering and Computer Science (SECS, volume 456)

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Table of contents (7 chapters)

  1. Front Matter

    Pages i-xxiii
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  2. Adaptive Resonance Theory Algorithms

    • Teresa Serrano-Gotarredona, BernabĂ© Linares-Barranco, Andreas G. Andreou
    Pages 1-38

  3. A VLSI-Friendly ART1 Algorithm

    • Teresa Serrano-Gotarredona, BernabĂ© Linares-Barranco, Andreas G. Andreou
    Pages 39-51

  4. ART1 and ARTMAP VLSI Circuit Implementation

    • Teresa Serrano-Gotarredona, BernabĂ© Linares-Barranco, Andreas G. Andreou
    Pages 53-88

  5. A High-Precision Current-Mode WTA-MAX Circuit with Multi-Chip Capability

    • Teresa Serrano-Gotarredona, BernabĂ© Linares-Barranco, Andreas G. Andreou
    Pages 89-115

  6. An ART1/ARTMAP/Fuzzy-ART/Fuzzy-ARTMAP Chip

    • Teresa Serrano-Gotarredona, BernabĂ© Linares-Barranco, Andreas G. Andreou
    Pages 117-143

  7. Analog Learning Fuzzy ART Chips

    • Teresa Serrano-Gotarredona, BernabĂ© Linares-Barranco, Andreas G. Andreou
    Pages 145-166

  8. Some Potential Applications For ART Microchips

    • Teresa Serrano-Gotarredona, BernabĂ© Linares-Barranco, Andreas G. Andreou
    Pages 167-176

  9. Back Matter

    Pages 177-234
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Keywords

About this book

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.

Authors and Affiliations

  • National Microelectronics Center, Sevilla, Spain

    Teresa Serrano-Gotarredona, Bernabé Linares-Barranco

  • The Johns Hopkins University, USA

    Andreas G. Andreou

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