Neural and Adaptive Systems: Fundamentals through Simulations
Author:   José C. Principe ,  Neil R. Euliano ,  W. Curt Lefebvre
Publisher:   John Wiley & Sons Inc
ISBN:  

9780471351672


Pages:   672
Publication Date:   13 January 2000
Format:   Paperback
Availability:   To order   Availability explained
Stock availability from the supplier is unknown. We will order it for you and ship this item to you once it is received by us.

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Neural and Adaptive Systems: Fundamentals through Simulations


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Author:   José C. Principe ,  Neil R. Euliano ,  W. Curt Lefebvre
Publisher:   John Wiley & Sons Inc
Imprint:   John Wiley & Sons Inc
Dimensions:   Width: 19.70cm , Height: 3.00cm , Length: 24.70cm
Weight:   1.182kg
ISBN:  

9780471351672


ISBN 10:   0471351679
Pages:   672
Publication Date:   13 January 2000
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   To order   Availability explained
Stock availability from the supplier is unknown. We will order it for you and ship this item to you once it is received by us.

Table of Contents

Data Fitting with Linear Models. Pattern Recognition. Multilayer Perceptrons. Designing and Training MLPs. Function Approximation with MLPs, Radial Basis Functions, and Support Vector Machines. Hebbian Learning and Principal Component Analysis. Competitive and Kohonen Networks. Principles of Digital Signal Processing. Adaptive Filters. Temporal Processing with Neural Networks. Training and Using Recurrent Networks. Appendices. Glossary. Index.

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Author Information

Jose C. Principe, University of Florida Neil R. Euliano and W. Curt Lefebvre, both of NeuroDimension, Inc.

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