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Duan, Zhansheng

Principal Component Analysis Networks and Algorithms

Duan, Zhansheng - Principal Component Analysis Networks and Algorithms, ebook

199,90€

Ebook, PDF with Adobe DRM
ISBN: 9789811029158
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Table of contents

1. Introduction
Xiangyu Kong, Changhua Hu, Zhansheng Duan

2. Matrix Analysis Basics
Xiangyu Kong, Changhua Hu, Zhansheng Duan

3. Neural Networks for Principal Component Analysis
Xiangyu Kong, Changhua Hu, Zhansheng Duan

4. Neural Networks for Minor Component Analysis
Xiangyu Kong, Changhua Hu, Zhansheng Duan

5. Dual Purpose for Principal and Minor Component Analysis
Xiangyu Kong, Changhua Hu, Zhansheng Duan

6. Deterministic Discrete-Time System for the Analysis of Iterative Algorithms
Xiangyu Kong, Changhua Hu, Zhansheng Duan

7. Generalized Principal Component Analysis
Xiangyu Kong, Changhua Hu, Zhansheng Duan

8. Coupled Principal Component Analysis
Xiangyu Kong, Changhua Hu, Zhansheng Duan

9. Singular Feature Extraction and Its Neural Networks
Xiangyu Kong, Changhua Hu, Zhansheng Duan

Keywords: Engineering, Computational Intelligence, Pattern Recognition, Mathematical Models of Cognitive Processes and Neural Networks, Statistical Theory and Methods, Algorithm Analysis and Problem Complexity, Signal, Image and Speech Processing

Author(s)
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Page amount
22 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9789811029158
Printed ISBN
978-981-10-2913-4

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