Novel Dual-Purpose Algorithm for Principal and Minor Component Analysis

A dual-purpose algorithm is capable of estimating the principal component and minor component from input signals by simply switching the sign of some terms in the same learning rule. Compared with single-purpose algorithms, a dual-purpose algorithm has many advantages. In this paper, a novel dual-pu...

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Bibliographic Details
Main Authors: Xu Zhongying, Gao Yingbin, Kong Xiangyu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8995559/