title: Unified stabilization approach to principal and minor components extraction algorithms.
abstract: Principal component and minor component extractions provide powerful techniques in many information processing fields. There have been proposed a number of algorithms for principal and minor component (or subspace) extraction, which have different dynamical behaviors. In this paper, we give rigorous stability analysis of these algorithms, obtaining a unified insight view on the dynamical behaviors of various algorithms.
authors.affiliation: Department of Mathematics, Fudan University, Shanghai, PR China. tchen@fudan.edu.cn
authors.forename: T
authors.initials: T
authors.lastname: Chen
authors.forename: S
authors.initials: S
authors.lastname: Amari
mesh_terms: D000465:Algorithms; D003198:Computer Simulation / Q000706:statistics & numerical data; D016571:Neural Networks, Computer