The Springer International Series in Engineering and Computer Science

Adaptive Resonance Theory Microchips

Circuit Design Techniques

Authors: Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabé, Andreou, Andreas G.

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eBook $149.00
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  • ISBN 978-1-4419-8710-5
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Softcover $159.99
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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.

Table of contents (7 chapters)

  • Adaptive Resonance Theory Algorithms

    Serrano-Gotarredona, Teresa (et al.)

    Pages 1-38

  • A VLSI-Friendly ART1 Algorithm

    Serrano-Gotarredona, Teresa (et al.)

    Pages 39-51

  • ART1 and ARTMAP VLSI Circuit Implementation

    Serrano-Gotarredona, Teresa (et al.)

    Pages 53-88

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

    Serrano-Gotarredona, Teresa (et al.)

    Pages 89-115

  • An ART1/ARTMAP/Fuzzy-ART/Fuzzy-ARTMAP Chip

    Serrano-Gotarredona, Teresa (et al.)

    Pages 117-143

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-1-4419-8710-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.99
price for USA
  • ISBN 978-0-7923-8231-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $159.99
price for USA
  • ISBN 978-1-4613-4672-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Adaptive Resonance Theory Microchips
Book Subtitle
Circuit Design Techniques
Authors
Series Title
The Springer International Series in Engineering and Computer Science
Series Volume
456
Copyright
1998
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4419-8710-5
DOI
10.1007/978-1-4419-8710-5
Hardcover ISBN
978-0-7923-8231-7
Softcover ISBN
978-1-4613-4672-2
Series ISSN
0893-3405
Edition Number
1
Number of Pages
XXIII, 234
Topics