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Intelligent signal processing

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Terdapat bibliografi dan indeks.

CONTENTS:
1. Preface.
2. List of Contributors.
3. Humanistic Intelligence: "Wear Comp" As a New Framework and Application for Intelligent Signal Processing.
4. Adaptive Stochastic Resonance.
5. Learning in the Presence of Noise.
6. Incorporating Prior Information in Machine Learning by Creating Virtual Examples.
7. Deterministic Annealing for Clustering, Compression, Classification, Regression, and Speech recognition.
8. Local Dynamic Modeling with Self-Organizing Maps and Applications to Nonlinear System Identification and Control.
9. A Signal Processing Framework Based on Dynamic Neural Networks with Application to Problems in Adaptation, Filtering and Classification.
10. Semiparametric Support Vector Machines for Nonlinear Model Estimation.
11. Gradient-Based Learning Applied to Document Recognition.
12. Pattern Recognition Using A Family of Design Algorithms Based Upon Generalized Probabilistic Descent Method.
13. An Approach to Adaptive Classification.
14. Reduced-Rank Intelligent Signal Processing with Application to Radar.
15. Signal Detection in a Nonstationary Environment Reformulated as an Adaptive Pattern Classification Problem.
16. Data Representation Using Mixtures of Principal Components.
17. Image Denoising by Sparse Code Shrinkage.
18. Index.
19. About the Editors.

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Availability

Detail Information

Series Title

null

Call Number

621.382 HAY i

Publisher

New Jersey : IEEE PRESS., 2001

Collation

xxi, 573 hlm.; ilus.; 27 cm.

Language

English

ISBN/ISSN

9780780360105

Classification

621.382

Content Type

-

Media Type

-

Carrier Type

-

Edition

null

Subject(s)

Signal Processing-Digital Techniques
Intelligent Control Systems
Adaptive Signal Processing

Specific Detail Info

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Statement of Responsibility

Simon Haykin and Bart Kosko

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