Principal component analysis networks and algorithms

• Main Authors: Kong, Xiangyu, (Author), Hu, Changhua, (Author), Duan, Zhansheng, (Author)
• Format: eBook
• Language: English
• Published: Singapore : Springer, [2017]
• Subjects: Principal components analysis.; elektronické knihy; electronic books
• ISBN: 9789811029158; 9789811029134
• Physical Description: 1 online resource

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 discusses in detail various a...