Global convergence of GHA learning algorithm with nonzero-approaching adaptive learning rates

10.1109/TNN.2007.895824

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Main Authors: Lv, J.C., Yi, Z., Tan, K.K.
Other Authors: ELECTRICAL & COMPUTER ENGINEERING
Format: Article
Published: 2014
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Online Access:http://scholarbank.nus.edu.sg/handle/10635/56146
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-561462023-08-28T21:06:32Z Global convergence of GHA learning algorithm with nonzero-approaching adaptive learning rates Lv, J.C. Yi, Z. Tan, K.K. ELECTRICAL & COMPUTER ENGINEERING Deterministic discrete-time (DDT) equation Generalized Hebbian algorithm (GHA) Global convergence Neural networks (NNs) Principal component analysis (PCA) 10.1109/TNN.2007.895824 IEEE Transactions on Neural Networks 18 6 1557-1571 ITNNE 2014-06-17T02:51:15Z 2014-06-17T02:51:15Z 2007-11 Article Lv, J.C., Yi, Z., Tan, K.K. (2007-11). Global convergence of GHA learning algorithm with nonzero-approaching adaptive learning rates. IEEE Transactions on Neural Networks 18 (6) : 1557-1571. ScholarBank@NUS Repository. https://doi.org/10.1109/TNN.2007.895824 10459227 http://scholarbank.nus.edu.sg/handle/10635/56146 000250789100001 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 (DDT) equation
Generalized Hebbian algorithm (GHA)
Global convergence
Neural networks (NNs)
Principal component analysis (PCA)
spellingShingle Deterministic discrete-time (DDT) equation
Generalized Hebbian algorithm (GHA)
Global convergence
Neural networks (NNs)
Principal component analysis (PCA)
Lv, J.C.
Yi, Z.
Tan, K.K.
Global convergence of GHA learning algorithm with nonzero-approaching adaptive learning rates
description 10.1109/TNN.2007.895824
author2 ELECTRICAL & COMPUTER ENGINEERING
author_facet ELECTRICAL & COMPUTER ENGINEERING
Lv, J.C.
Yi, Z.
Tan, K.K.
format Article
author Lv, J.C.
Yi, Z.
Tan, K.K.
author_sort Lv, J.C.
title Global convergence of GHA learning algorithm with nonzero-approaching adaptive learning rates
title_short Global convergence of GHA learning algorithm with nonzero-approaching adaptive learning rates
title_full Global convergence of GHA learning algorithm with nonzero-approaching adaptive learning rates
title_fullStr Global convergence of GHA learning algorithm with nonzero-approaching adaptive learning rates
title_full_unstemmed Global convergence of GHA learning algorithm with nonzero-approaching adaptive learning rates
title_sort global convergence of gha learning algorithm with nonzero-approaching adaptive learning rates
publishDate 2014
url http://scholarbank.nus.edu.sg/handle/10635/56146
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