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Citation: A. Hyvarinen et Po. Hoyer, A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images, VISION RES, 41(18), 2001, pp. 2413-2423
Authors:
Jussila, J
Komulainen, H
Huttunen, K
Roponen, M
Halinen, A
Hyvarinen, A
Kosma, VM
Pelkonen, J
Hirvonen, MR
Citation: J. Jussila et al., Inflammatory responses in mice after intratracheal instillation of spores of Streptomyces californicus isolated from indoor air of a moldy building, TOX APPL PH, 171(1), 2001, pp. 61-69
Citation: A. Hyvarinen, Fast ICA by a fixed-point algorithm that maximizes non-Gaussianity, INDEPENDENT COMPONENT ANALYSIS: PRINCIPLES AND PRACTICE, 2001, pp. 71-94
Citation: Po. Hoyer et A. Hyvarinen, Independent component analysis applied to feature extraction from colour and stereo images, NETWORK-COM, 11(3), 2000, pp. 191-210
Citation: A. Hyvarinen et P. Hoyer, Emergence of phase- and shift-invariant features by decomposition of natural images into independent feature subspaces, NEURAL COMP, 12(7), 2000, pp. 1705-1720
Authors:
Hirvonen, MR
Ruotsalainen, M
Roponen, M
Hyvarinen, A
Husman, T
Kosma, VM
Komulainen, H
Savolainen, K
Nevalainen, A
Citation: Mr. Hirvonen et al., Nitric oxide and proinflammatory cytokines in nasal lavage fluid associated with symptoms and exposure to moldy building microbes, AM J R CRIT, 160(6), 1999, pp. 1943-1946
Citation: A. Hyvarinen et P. Pajunen, Nonlinear independent component analysis: Existence and uniqueness results, NEURAL NETW, 12(3), 1999, pp. 429-439
Authors:
Taskinen, T
Hyvarinen, A
Meklin, T
Husman, T
Nevalainen, A
Korppi, M
Citation: T. Taskinen et al., Asthma and respiratory infections in school children with special reference to moisture and mold problems in the school, ACT PAEDIAT, 88(12), 1999, pp. 1373-1379
Authors:
Ruotsalainen, M
Hirvonen, MR
Hyvarinen, A
Meklin, T
Savolainen, K
Nevalainen, A
Citation: M. Ruotsalainen et al., Cytotoxicity, production of reactive oxygen species and cytokines induced by different strains of Stachybotrys sp. from moldy buildings in RAW264.7 macrophages, ENV TOX PH, 6(3), 1998, pp. 193-199
Citation: A. Hyvarinen, Independent component analysis in the presence of Gaussian noise by maximizing joint likelihood, NEUROCOMPUT, 22(1-3), 1998, pp. 49-67
Authors:
Oja, E
Karhunen, J
Hyvarinen, A
Vigario, R
Hurri, J
Citation: E. Oja et al., Neural independent component analysis - Approaches and applications, BRAIN-LIKE COMPUTING AND INTELLIGENT INFORMATION SYSTEMS, 1998, pp. 167-188