Erkki Oja
Erkki Oja
Professor of Computer Science and Engineering, Aalto University
Verified email at aalto.fi
Title
Cited by
Cited by
Year
Independent Component Analysis
A Hyvärinen, J Karhunen, E Oja
John Wiley & Sons, inc., 2001
31908*2001
A fast fixed-point algorithm for independent component analysis
A Hyvärinen, E Oja
Neural computation 9 (7), 1483-1492, 1997
45281997
Simplified neuron model as a principal component analyzer
E Oja
Journal of mathematical biology 15 (3), 267-273, 1982
30121982
A new curve detection method: randomized Hough transform (RHT)
L Xu, E Oja, P Kultanen
Pattern recognition letters 11 (5), 331-338, 1990
14731990
Subspace methods of pattern recognition
E Oja
Research Studies Press, 1983
12001983
Neural networks, principal components, and subspaces
E Oja
International journal of neural systems 1 (01), 61-68, 1989
11621989
Engineering applications of the self-organizing map
T Kohonen, E Oja, O Simula, A Visa, J Kangas
Proceedings of the IEEE 84 (10), 1358-1384, 1996
11201996
Principal components, minor components, and linear neural networks
E Oja
Neural networks 5 (6), 927-935, 1992
10981992
Independent component approach to the analysis of EEG and MEG recordings
R Vigário, J Sarela, V Jousmiki, M Hamalainen, E Oja
IEEE transactions on biomedical engineering 47 (5), 589-593, 2000
8982000
Rival penalized competitive learning for clustering analysis, RBF net, and curve detection
L Xu, A Krzyzak, E Oja
IEEE Transactions on Neural networks 4 (4), 636-649, 1993
8431993
Randomized Hough transform (RHT): basic mechanisms, algorithms, and computational complexities
L Xu, E Oja
CVGIP: Image understanding 57 (2), 131-154, 1993
8431993
Topographic independent component analysis
A Hyvärinen, PO Hoyer, M Inki
Neural computation 13 (7), 1527-1558, 2001
758*2001
On stochastic approximation of the eigenvectors and eigenvalues of the expectation of a random matrix
E Oja, J Karhunen
Journal of mathematical analysis and applications 106 (1), 69-84, 1985
6871985
A class of neural networks for independent component analysis
J Karhunen, E Oja, L Wang, R Vigario, J Joutsensalo
IEEE Transactions on neural networks 8 (3), 486-504, 1997
6241997
Independent component analysis: algorithms and applications
A Hyvrinen, E Oja
Neural networks 13 (4-5), 411-430, 2000
6162000
Efficient variant of algorithm FastICA for independent component analysis attaining the Cramér-Rao lower bound
Z Koldovsky, P Tichavsky, E Oja
IEEE Transactions on neural networks 17 (5), 1265-1277, 2006
4152006
Texture discrimination with multidimensional distributions of signed gray-level differences
T Ojala, K Valkealahti, E Oja, M Pietikäinen
Pattern Recognition 34 (3), 727-739, 2001
3452001
Probabilistic and non-probabilistic Hough transforms: overview and comparisons
H Kälviäinen, P Hirvonen, L Xu, E Oja
Image and vision computing 13 (4), 239-252, 1995
3381995
Clustering properties of hierarchical self-organizing maps
J Lampinen, E Oja
Journal of Mathematical Imaging and vision 2 (2), 261-272, 1992
3331992
Modified Hebbian learning for curve and surface fitting
L Xu, E Oja, CY Suen
Neural Networks 5 (3), 441-457, 1992
3311992
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Articles 1–20