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Erkki Oja information


Erkki Oja
Born (1948-03-22) 22 March 1948 (age 76)
Helsinki, Finland
Alma materHelsinki University of Technology
Known forOja's rule
AwardsMember of the Finnish Academy of Science and Letters (1992)
Fellow, International Association for Pattern Recognition (1994)
Fellow, IEEE (2000)
Knight of the White Rose of Finland (2006)
IEEE Computational Intelligence Society Neural Network Pioneer Award (2006)
Fellow, International Neural Network Society (2008)
Scientific career
FieldsMachine learning
Artificial neural networks
InstitutionsBrown University
Academy of Finland
University of Kuopio
Lappeenranta University of Technology
Aalto University
Thesis Studies of the Convergence Properties of Adaptive Orthogonalizing Filters  (1977)
Doctoral advisorTeuvo Kohonen
Doctoral studentsAapo Hyvärinen
Websiteusers.ics.aalto.fi/oja/

Erkki Oja (born 22 March 1948) is a Finnish computer scientist and Aalto Distinguished Professor in the Department of Information and Computer Science at Aalto University School of Science.[1] He is recognized for developing Oja's rule,[2] which is a model of how neurons in the brain or in artificial neural networks learn over time.

  1. ^ "News: Erkki Oja appointed as Aalto Distinguished Professor". Aalto University. 13 June 2013. Retrieved 24 July 2017.
  2. ^ Hertz, John; Krogh, Anders; Palmer, Richard G. (2018-03-08). Introduction to the Theory of Neural Computation (1 ed.). CRC Press. doi:10.1201/9780429499661. ISBN 978-0-429-49966-1.

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Signal separation

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Negentropy

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Technology Laboratory of Computer and Information Science Aapo Hyvärinen and Erkki Oja, Independent Component Analysis: A Tutorial, node14: Negentropy, Helsinki...

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Teuvo Kohonen

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Kohonen's innovations. After Kohonen's retirement, the center was led by Erkki Oja and later renamed to Adaptive Informatics Research Centre with widened...

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Order of the White Rose of Finland

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Finnish). Retrieved January 12, 2023. Hasani, Ilire; Hoffmann, Robert. "Oja Erkki". Academy of Europe. Retrieved July 25, 2017. "Meet Rada Boric, Croatia"...

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IEEE Frank Rosenblatt Award

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Polycarpou 2022: Paul Werbos 2021: James M. Keller 2020: Xin Yao 2019: Erkki Oja 2018: Enrique H. Ruspini 2017: Stephen Grossberg 2016: Ronald R. Yager...

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Outline of machine learning

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matching Elbow method (clustering) Emergent (software) Encog Entropy rate Erkki Oja Eurisko European Conference on Artificial Intelligence Evaluation of binary...

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Cumulant

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Edition). Griffin, London. (Section 2.4) Aapo Hyvarinen, Juha Karhunen, and Erkki Oja (2001) Independent Component Analysis, John Wiley & Sons. (Section 2.7...

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European Neural Network Society

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neural modelling concepts to problems relevant in many different domains. Erkki Oja and John G. Taylor are past ENNS presidents and honorary executive board...

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Michael Hasselmo

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Kunihiko Fukushima 4. Lee A. Feldkamp 5. DeLiang Wang 6. Bernard Widrow 7. Erkki Oja 8. Lotfi A. Zadeh 9. Michael Hasselmo 10. Stephen Grossberg 11. Gail Carpenter...

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List of Aalto University people

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of physics Kaisa Nyberg, professor of computer science, cryptologist Erkki Oja, professor of computer science Jorma Ollila, Chairman of Royal Dutch Shell...

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Generalized Hebbian algorithm

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Comprehensive Foundation (2 ed.). Prentice Hall. ISBN 978-0-13-273350-2. Oja, Erkki (November 1982). "Simplified neuron model as a principal component analyzer"...

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Dreamtale

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Valo – vocals (2019–present) Jarno Vitri - vocals (2019-present) Mikko Hepo-Oja – bass (2019–present) Janne Juutinen – drums (2014–2017) Zsolt Szilagyi –...

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List of Estonian composers

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Uno Naissoo (1928–1980) Leo Normet (1922–1995) Arne Oit (1928–1975) Eduard Oja (1905–1950) Valter Ojakäär (1923–2016) Boris Parsadanian (1925–1997) Arvo...

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TK company

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Pekka Kyytinen as well as Paavo Jänis from Varkaus. Ensio Liesimaa and Erkki Viitasalo later had long careers as magazine photographers. One of the photography...

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Estonia in the Eurovision Song Contest 2024

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the process, were Airi Liiva, Alice Aleksandrini, Andres Aljaste, Andres Oja [et], Andres Panksepp [et], Anett Kulbin [et], Anna-Aurelia Kangur, Bert...

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Azipod

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2011. Archived from the original on 2013-10-02. Retrieved 2013-09-24. Hepo-oja, Anssi; Mäki-Kuutti, Viktor (2012). Mekaanisen ja sähköisen propulsiojärjestelmän...

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Weekend Festival Baltic

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Belt & Wezol Jack Perry Kristjan Hirmo Kert Klaus Heavyweight Bad J Paul Oja Clubmusic Takeover Latvian DJ competition winner Friday, August 5 Tiësto...

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Heureka

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lit by Adjunct Professors Tapio Markkanen, Hannu I. Miettinen and Heikki Oja. It all began with the Physics 82 exhibition held at the House of the Estates...

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Elmo Tiisvald

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continued his studies, violin with Lemmo Erendi and choral conducting with Enn Oja, at the Tallinn Georg Ots Music School. He has been involved at the Estonian...

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Christmas in Finland

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(joulukuun aukeama, 24.12. merkitty arkipäiväksi). ISSN 1239-1654. Hartikainen, Erkki. "Joulu ja talvipäivän seisaus". Peruskoulun elämänkatsomustieto 4. Archived...

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