Novel adaptive generalized principal component analysis algorithm based on Hebbian rule

In order to adaptively estimate the generalized principal component from input signals,a novel generalized principal component analysis algorithm was proposed based on the Hebbian linear neuron model.Since the autocorrelation matrices of the signals were estimated directly from the sampled data at t...

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Bibliographic Details
Main Authors: Yingbin GAO, Xiangyu KONG, Qiaohua CUI, Haidi DONG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2020-07-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020134/
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