Studies in Fuzziness and Soft Computing

Innovations in ART Neural Networks

Editors: Lazzerini, Beatrice, Halici, Ugur (Eds.)

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About this book

In the last two decades the artificial neural networks have been refined and widely used by the researchers and application engineers. We have not witnessed such a large degree of evolution in any other artificial neural network as in the Adaptive Resonance Theory (ART) neural network. The ART network remains plastic, or adaptive, in response to significant events and yet remains stable in response to irrelevant events. This stability-plasticity property is a great step towards realizing intelligent machines capable of autonomous learning in real time environment.
The main aim of this book is to report a very small sample of the research on the evolution of ART neural network and its applications. Interested readers may refer literature for many more innovations in ART such as Fuzzy ART, ART2, ART2-a, ARTMAP, ARTMAP-PI, ARTMAP-DS, Gaussian ARTMAP, EXACT ART, and ART-EMAP.

Table of contents (8 chapters)

Table of contents (8 chapters)

Buy this book

eBook $129.00
price for USA (gross)
  • ISBN 978-3-7908-1857-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $169.99
price for USA
  • ISBN 978-3-7908-1270-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $169.00
price for USA
  • ISBN 978-3-7908-2469-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Innovations in ART Neural Networks
Editors
  • Beatrice Lazzerini
  • Ugur Halici
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
43
Copyright
2000
Publisher
Physica-Verlag Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-7908-1857-4
DOI
10.1007/978-3-7908-1857-4
Hardcover ISBN
978-3-7908-1270-1
Softcover ISBN
978-3-7908-2469-8
Series ISSN
1434-9922
Edition Number
1
Number of Pages
XII, 258
Topics