عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783790818260
(Number (ISBN
9783790824834
NATIONAL BIBLIOGRAPHY NUMBER
Number
b408054
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Radial Basis Function Networks 2
General Material Designation
[Book]
Other Title Information
New Advances in Design /
First Statement of Responsibility
edited by Robert J. Howlett, Lakhmi C. Jain.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Heidelberg :
Name of Publisher, Distributor, etc.
Imprint: Physica,
Date of Publication, Distribution, etc.
2001.
SERIES
Series Title
Studies in Fuzziness and Soft Computing,
Volume Designation
67
ISSN of Series
1434-9922 ;
CONTENTS NOTE
Text of Note
An overview of radial basis function networks -- Using radial basis function networks for hand gesture recognition -- Using normalized RBF networks to map hand gestures to speech -- Face recognition using RBF networks -- Classification of facial expressions with domain Gaussian RBF networks -- RBF network classification of ECGs as a potential marker for sudden cardiac death -- Biomedical applications of radial basis function networks -- 3-D visual object classification with hierarchical radial basis function networks -- Controller applications using radial basis function networks -- Model-based recurrent neural network for fault diagnosis of nonlinear dynamic systems.
0
SUMMARY OR ABSTRACT
Text of Note
The Radial Basis Function (RBF) neural network has gained in popularity over recent years because of its rapid training and its desirable properties in classification and functional approximation applications. RBF network research has focused on enhanced training algorithms and variations on the basic architecture to improve the performance of the network. In addition, the RBF network is proving to be a valuable tool in a diverse range of application areas, for example, robotics, biomedical engineering, and the financial sector. The two volumes provide a comprehensive survey of the latest developments in this area. Volume 2 contains a wide range of applications in the laboratory and case studies describing current industrial use. Both volumes will prove extremely useful to practitioners in the field, engineers, reserachers, students and technically accomplished managers.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783790824834
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
Optical pattern recognition.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Howlett, Robert J.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Jain, L. C.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190307161400.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
