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Adaptive Resonance Theory Microchips

Circuit Design Techniques

  • Teresa Serrano-Gotarredona
  • Bernabé Linares-Barranco
  • Andreas G. Andreou

Table of contents

  1. Front Matter
    Pages i-xxiii
  2. Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Andreas G. Andreou
    Pages 1-38
  3. Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Andreas G. Andreou
    Pages 39-51
  4. Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Andreas G. Andreou
    Pages 53-88
  5. Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Andreas G. Andreou
    Pages 89-115
  6. Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Andreas G. Andreou
    Pages 117-143
  7. Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Andreas G. Andreou
    Pages 145-166
  8. Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Andreas G. Andreou
    Pages 167-176
  9. Back Matter
    Pages 177-234

About this book

Introduction

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.

Keywords

CMOS Equivalence Hardware Matlab Potential Software VLSI addition algorithms analog autonom intelligent systems measurement tables transistor

Authors and affiliations

  • Teresa Serrano-Gotarredona
    • 1
  • Bernabé Linares-Barranco
    • 1
  • Andreas G. Andreou
    • 2
  1. 1.National Microelectronics CenterSevillaSpain
  2. 2.The Johns Hopkins UniversityUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4419-8710-5
  • Copyright Information Kluwer Academic Publishers 1998
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4613-4672-2
  • Online ISBN 978-1-4419-8710-5
  • Series Print ISSN 0893-3405
  • Buy this book on publisher's site
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