Research output per year
Research output per year
- 250 - 261 out of 261 results
Search results
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1994
Beyond PCA: Statistical Expansions by Nonlinear Neural Networks
Oja, E., 1994, International Conference on Artificial Neural Networks ICANN-94, Sorrento, Italy, May 26 - 29, 1994. p. 1049-1054Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Comparisons of Probabilistic and Non-Probabilistic Hough Transforms
Kälviäinen, H., Hirvonen, P., Xu, L. & Oja, E., 1994, Third European Conference on Computer Vision, ECCV, Stockholm, Sweden, May 2-6, 1994. p. 351-360Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Feature Extraction by Unsupervised Learning
Oja, E. & Lampinen, J., 1994, COGNITIVE PROCESSING FOR VISION & VOICE: PROCEEDINGS OF THE FOURTH NEC RESEARCH SYMPOSIUM. Ishiguro, T. (ed.). Philadelphia: Society for Industrial and Applied Mathematics, p. 63-76Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Neural Networks - Advantages and Applications
Oja, E., 1994, International Workshop Pattern Reconition in Practice 4, Vlieland, The Netherlands, June 1-3, 1994. Gelsema, E. S. & Kanal, L. N. (eds.). Amsterdam: Elsevier, p. 359-365Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Unsupervised Learning for Feature Extraction
Oja, E. & Lampinen, J., 1994, 1994 IEEE World Congress on Computational Intelligence, Orlando, FL, USA, June 28 - July 1, 1994. Zurada, J. M., Marks II, R. J. & Robinson, C. J. (eds.). New York: IEEE, p. 13-22Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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1993
From Situations to Actions: Motions Behavior Learning by Self-Organization
Heikkonen, J., Koikkalainen, P. & Oja, E., 1993, International Conference on Artificial Neural Networks, Amsterdam, The Netherlands, September 13-16, 1993. London: Springer, p. 262-267Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Nonlinear PCA: Algorithms and Applications
Oja, E. & Karhunen, J., 1993, Espoo, p. 25, (Helsinki University of Technology, Laboratory of Computer and Information Science; no. Report A18).Research output: Working paper › Professional
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Self-Organizing Maps for Visually Guided Collision-free Navigation
Heikkonen, J. & Oja, E., 1993, International Joint Conference on Neural Networks, Nagoya, Japan, October 25-29, 1993. p. 669-672Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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1992
Clustering properties of hierarchical self-organizing maps
Lampinen, J. & Oja, E., Nov 1992, In: Journal of Mathematical Imaging and Vision. 2, 2-3, p. 261-272 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
209 Citations (Scopus) -
1990
DISTORTION TOLERANT FEATURE-EXTRACTION WITH GABOR FUNCTIONS AND TOPOLOGICAL CODING
Lampinen, J. & Oja, E., 1990, INTERNATIONAL NEURAL NETWORK CONFERENCE. THELLIER, N. (ed.). Kluwer Academic Publishers, Vol. 1 AND 2. p. 301-304 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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1989
Projection filters for image and signal restoration
Ogawa, H., Oja, E. & Lampinen, J., 1989, IEEE INTERNATIONAL CONFERENCE ON SYSTEMS ENGINEERING. IEEE, p. 93-97 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
5 Citations (Scopus)