Principal Component Analysis Networks and Algorithms

(4.9/5) - 374 ratings
Authors: Xiangyu Kong, Changhua Hu, Zhansheng Duan (auth.)
Publisher: Springer Singapore
Genre: Unknown
Pages: 339
Language: english
Year: 2017
ISBN 10: Unknown
ISBN 13: 978-981-10-2915-8
Series: Unknown
Edition: 1
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Synopsis

This book not only provides a comprehensive introduction to neural-based PCA methods in control science, but also presents many novel PCA algorithms and their extensions and generalizations, e.g., dual purpose, coupled PCA, GED, neural based SVD algorithms, etc. It also...