عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783790818574
(Number (ISBN
9783790824698
NATIONAL BIBLIOGRAPHY NUMBER
Number
b408048
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Innovations in ART Neural Networks
General Material Designation
[Book]
First Statement of Responsibility
edited by Lakhmi C. Jain, Beatrice Lazzerini, Ugur Halici.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Heidelberg :
Name of Publisher, Distributor, etc.
Imprint: Physica,
Date of Publication, Distribution, etc.
2000.
SERIES
Series Title
Studies in Fuzziness and Soft Computing,
Volume Designation
43
ISSN of Series
1434-9922 ;
CONTENTS NOTE
Text of Note
A. Filippidis, M. Russo, L.C. Jain: Novel Extension of ART2 in Surface Landmine Detection -- M. Blume: An Efficient Mapping of Fuzzy ART onto a Neural Architecture -- M. Blume, D.A. Van Blerkom: Fuzzy ARTMAP Modifications for Intersecting Class Distributions -- A.-H. Tan: Supervised Adaptive Resonance Theory and Rules -- G. Bartfai, R. White: Incremental Learning and Optimization of Hierarchical Clusterings with ART-Based Modular Networks -- C.P. Lim, R.F. Harrison: ART-Based Autonomous Learning Systems: Part I - Architectures and Algorithms -- C.P. Lim, R.F. Harrison: ART-Based Autonomous Learning Systems: Part II - Applications -- T. Serrano-Gotarredona, B. Linares-Barranco: Adaptive Resonance Theory Microchips.
0
SUMMARY OR ABSTRACT
Text of Note
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.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783790824698
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
Engineering.
Management information systems.
Physics.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Jain, L. C.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Halici, Ugur.
Lazzerini, Beatrice.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190301083700.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
