Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate

10.1016/j.tcs.2006.07.012

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Bibliographic Details
Main Authors:	Cheng Lv, J., Yi, Z., Tan, K.K.
Other Authors:	ELECTRICAL & COMPUTER ENGINEERING
Format:	Article
Published:	2014
Subjects:	Deterministic discrete time system Global convergence Oja's PCA learning algorithm Principal component analysis (PCA)
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/56148
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-56148
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spelling	sg-nus-scholar.10635-561482023-08-28T21:06:34Z Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate Cheng Lv, J. Yi, Z. Tan, K.K. ELECTRICAL & COMPUTER ENGINEERING Deterministic discrete time system Global convergence Oja's PCA learning algorithm Principal component analysis (PCA) 10.1016/j.tcs.2006.07.012 Theoretical Computer Science 367 3 286-307 TCSCD 2014-06-17T02:51:16Z 2014-06-17T02:51:16Z 2006-12-01 Article Cheng Lv, J., Yi, Z., Tan, K.K. (2006-12-01). Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate. Theoretical Computer Science 367 (3) : 286-307. ScholarBank@NUS Repository. https://doi.org/10.1016/j.tcs.2006.07.012 03043975 http://scholarbank.nus.edu.sg/handle/10635/56148 000242685300003 Scopus
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Deterministic discrete time system Global convergence Oja's PCA learning algorithm Principal component analysis (PCA)
spellingShingle	Deterministic discrete time system Global convergence Oja's PCA learning algorithm Principal component analysis (PCA) Cheng Lv, J. Yi, Z. Tan, K.K. Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate
description	10.1016/j.tcs.2006.07.012
author2	ELECTRICAL & COMPUTER ENGINEERING
author_facet	ELECTRICAL & COMPUTER ENGINEERING Cheng Lv, J. Yi, Z. Tan, K.K.
format	Article
author	Cheng Lv, J. Yi, Z. Tan, K.K.
author_sort	Cheng Lv, J.
title	Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate
title_short	Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate
title_full	Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate
title_fullStr	Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate
title_full_unstemmed	Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate
title_sort	global convergence of oja's pca learning algorithm with a non-zero-approaching adaptive learning rate
publishDate	2014
url	http://scholarbank.nus.edu.sg/handle/10635/56148
_version_	1775627184129441792

Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate

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