Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates
10.1109/TSP.2009.2013887
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sg-nus-scholar.10635-554292023-10-26T07:12:26Z Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates Lv, J.C. Tan, K.K. Yi, Z. Huang, S. ELECTRICAL & COMPUTER ENGINEERING Deterministic discrete time (DDT) algorithm Independent component analysis (ICA) Invariant set Learning algorithm Stochastic discrete time (SDT) algorithm 10.1109/TSP.2009.2013887 IEEE Transactions on Signal Processing 57 5 1811-1824 ITPRE 2014-06-17T02:42:58Z 2014-06-17T02:42:58Z 2009 Article Lv, J.C., Tan, K.K., Yi, Z., Huang, S. (2009). Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates. IEEE Transactions on Signal Processing 57 (5) : 1811-1824. ScholarBank@NUS Repository. https://doi.org/10.1109/TSP.2009.2013887 1053587X http://scholarbank.nus.edu.sg/handle/10635/55429 000265437900013 Scopus |
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National University of Singapore |
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Singapore Singapore |
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| topic |
Deterministic discrete time (DDT) algorithm Independent component analysis (ICA) Invariant set Learning algorithm Stochastic discrete time (SDT) algorithm |
| spellingShingle |
Deterministic discrete time (DDT) algorithm Independent component analysis (ICA) Invariant set Learning algorithm Stochastic discrete time (SDT) algorithm Lv, J.C. Tan, K.K. Yi, Z. Huang, S. Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates |
| description |
10.1109/TSP.2009.2013887 |
| author2 |
ELECTRICAL & COMPUTER ENGINEERING |
| author_facet |
ELECTRICAL & COMPUTER ENGINEERING Lv, J.C. Tan, K.K. Yi, Z. Huang, S. |
| format |
Article |
| author |
Lv, J.C. Tan, K.K. Yi, Z. Huang, S. |
| author_sort |
Lv, J.C. |
| title |
Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates |
| title_short |
Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates |
| title_full |
Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates |
| title_fullStr |
Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates |
| title_full_unstemmed |
Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates |
| title_sort |
convergence analysis of a class of hyvärinen-oja's ica learning algorithms with constant learning rates |
| publishDate |
2014 |
| url |
http://scholarbank.nus.edu.sg/handle/10635/55429 |
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1781412127574065152 |