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Fast and robust fixed-point algorithms for independent component analysis.
Hyvärinen A. Hyvärinen A. IEEE Trans Neural Netw. 1999;10(3):626-34. doi: 10.1109/72.761722. IEEE Trans Neural Netw. 1999. PMID: 18252563
Simple neuron models for independent component analysis.
Hyvärinen A, Oja E. Hyvärinen A, et al. Int J Neural Syst. 1996 Dec;7(6):671-87. doi: 10.1142/s0129065796000646. Int J Neural Syst. 1996. PMID: 9113528
Sparse code shrinkage: denoising of nongaussian data by maximum likelihood estimation.
Hyvarinen A. Hyvarinen A. Neural Comput. 1999 Oct 1;11(7):1739-68. doi: 10.1162/089976699300016214. Neural Comput. 1999. PMID: 10490945
A fast fixed-point algorithm for independent component analysis of complex valued signals.
Bingham E, Hyvärinen A. Bingham E, et al. Among authors: hyvarinen a. Int J Neural Syst. 2000 Feb;10(1):1-8. doi: 10.1142/S0129065700000028. Int J Neural Syst. 2000. PMID: 10798706
Emergence of phase- and shift-invariant features by decomposition of natural images into independent feature subspaces.
Hyvärinen A, Hoyer P. Hyvärinen A, et al. Neural Comput. 2000 Jul;12(7):1705-20. doi: 10.1162/089976600300015312. Neural Comput. 2000. PMID: 10935923
Independent component analysis: algorithms and applications.
Hyvärinen A, Oja E. Hyvärinen A, et al. Neural Netw. 2000 May-Jun;13(4-5):411-30. doi: 10.1016/s0893-6080(00)00026-5. Neural Netw. 2000. PMID: 10946390
Independent component analysis applied to feature extraction from colour and stereo images.
Hoyer PO, Hyvärinen A. Hoyer PO, et al. Among authors: hyvarinen a. Network. 2000 Aug;11(3):191-210. Network. 2000. PMID: 11014668
Complexity pursuit: separating interesting components from time series.
Hyvärinen A. Hyvärinen A. Neural Comput. 2001 Apr;13(4):883-98. doi: 10.1162/089976601300014394. Neural Comput. 2001. PMID: 11255574
Topographic independent component analysis.
Hyvärinen A, Hoyer PO, Inki M. Hyvärinen A, et al. Neural Comput. 2001 Jul;13(7):1527-58. doi: 10.1162/089976601750264992. Neural Comput. 2001. PMID: 11440596
Simple-cell-like receptive fields maximize temporal coherence in natural video.
Hurri J, Hyvärinen A. Hurri J, et al. Among authors: hyvarinen a. Neural Comput. 2003 Mar;15(3):663-91. doi: 10.1162/089976603321192121. Neural Comput. 2003. PMID: 12620162
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