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Studies in Fuzziness and Soft Computing Ser.: Radial Basis Function Networks 2 : New Advances in Design by Robert J. Howlett and Lakhmi C. Jain (2011, Trade Paperback)

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Radial Basis Function Networks 2 by Robert J. Howlett, Lakhmi C. Jain. Author Robert J. Howlett, Lakhmi C. Jain. The two-title series Theory and Applications of Radial Basis Function Networks provides a comprehensive survey of recent RBF network research.

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Product Information

The Radial Basis Function (RBF) network has gained in popularity in recent years. This is due to its desirable properties in classification and functional approximation applications, accompanied by training that is more rapid than that of many other neural-network techniques. 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 applications areas, for example, robotics, biomedical engineering, and the financial sector. The two-title series Theory and Applications of Radial Basis Function Networks provides a comprehensive survey of recent RBF network research. This volume, New Advances in Design, contains a wide range of applications in the laboratory and case-studies describing current use. The sister volume to this one, Recent Developments in Theory and Applications, covers advances in training algorithms, variations on the architecture and function of the basis neurons, and hybrid paradigms. The combination of the two volumes will prove extremely useful to practitioners in the field, engineers, researchers, students and technically accomplished managers.

Product Identifiers

Publisher
Physica-Verlag
ISBN-10
3790824836
ISBN-13
9783790824834
eBay Product ID (ePID)
108137524

Product Key Features

Author
Lakhmi C. Jain, Robert J. Howlett
Publication Name
Radial Basis Function Networks 2 : New Advances in Design
Format
Trade Paperback
Language
English
Publication Year
2011
Series
Studies in Fuzziness and Soft Computing Ser.
Type
Textbook
Number of Pages
Xix, 360 Pages

Dimensions

Item Length
9.3in
Item Width
6.1in
Item Weight
20.7 Oz

Additional Product Features

Series Volume Number
67
Number of Volumes
1 Vol.
Lc Classification Number
Q334-342
Table of Content
1. An overview of radial basis function networks.- 2. Using radial basis function networks for hand gesture recognition.- 3. Using normalized RBF networks to map hand gestures to speech.- 4. Face recognition using RBF networks.- 5. Classification of facial expressions with domain Gaussian RBF networks.- 6. RBF network classification of ECGs as a potential marker for sudden cardiac death.- 7. Biomedical applications of radial basis function networks.- 8. 3-D visual object classification with hierarchical radial basis function networks.- 9. Controller applications using radial basis function networks.- 10. Model-based recurrent neural network for fault diagnosis of nonlinear dynamic systems.- List of contributors.
Copyright Date
2001
Topic
Neural Networks, Intelligence (Ai) & Semantics, Computer Vision & Pattern Recognition
Dewey Decimal
006.32
Intended Audience
Scholarly & Professional
Dewey Edition
22
Illustrated
Yes
Genre
Computers

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Studies in Fuzziness and Soft Computing Ser.: Radial Basis Function Networks 2 : New Advances in Design by Robert J. Howlett and Lakhmi C. Jain (2011, Trade Paperback)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Textbooks

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

Desk Reference to the Diagnostic Criteria from DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

Self Heal by Design : The Role of Micro-organisms for Health by Barbara O'Neill (2018, Trade Paperback)

Leadership : Theory and Practice by Peter G. Northouse (2021, Trade Paperback, Revised edition)

Research Design : Qualitative, Quantitative, and Mixed Methods Approaches by J. David Creswell and John W. Creswell (2022, Trade Paperback)

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Designing Data-Intensive Applications : The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by Martin Kleppmann (2017, Trade Paperback)

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