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288:, or "SOM" (also known as the "Kohonen map" or "Kohonen artificial neural network"; Kohonen himself prefers "SOM"). Due to the popularity of the SOM algorithm in research and in practical applications, Kohonen is often considered to be the most cited Finnish scientist. The current version of the SOM bibliography contains close to 8,000 entries.
262:(TKK). The Neural Networks Research Centre of TKK, a center of excellence appointed by Academy of Finland was founded to conduct research related to Kohonen's innovations. After Kohonen's retirement, the center was led by
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and optimal associative mappings, the learning subspace method and novel algorithms for symbol processing like redundant hash addressing. He published several books and over 300 peer-reviewed papers.
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and graduated with a master's degree in engineering in 1957. He received his doctorate in 1962 and stayed at the university with a faculty position until 1993. He was an academy professor of the
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of the scattering of polarized electrons and positrons, and measured the lifetime of positrons to accuracy of
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439:. Springer Series in Information Sciences. Vol. 8. Berlin, Heidelberg: Springer Berlin Heidelberg.
412:. Springer Series in Information Sciences. Vol. 1. Berlin, Heidelberg: Springer Berlin Heidelberg.
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For his scientific achievements, Kohonen received a number of prizes including the following:
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and later renamed to
Adaptive Informatics Research Centre with widened foci of research.
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Anderson, James A.; Rosenfeld, Edward, eds. (28 February 2000). "7: Teuvo
Kohonen".
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Teuvo
Kohonen. Dr. Eng., Emeritus Professor of the Academy of Finland; Academician
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191:(11 July 1934 – 13 December 2021) was a Finnish computer scientist. He was
466:. Information Sciences (3rd ed.). Berlin & Heidelberg: Springer.
366:. Prentice-Hall networks series. Englewood Cliffs, N.J: Prentice-Hall.
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Technical
Achievement Award of the IEEE Signal Processing Society, 1995
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MATLAB Implementations and
Applications of the Self-Organizing Map
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International Neural
Network Society Lifetime Achievement Award
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Kohonen, Teuvo (2001) . Schroeder, M. R.; Huang, T. S. (eds.).
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Kohonen, Teuvo (1988). "An introduction to neural computing".
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from 1982 to 1984, and acted as the first president of the
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IEEE Signal
Processing Society Technical Achievement Award
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During most of his career, Kohonen conducted research at
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Academic staff of the
Helsinki University of Technology
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Members of the
Finnish Academy of Science and Letters
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Members of the
European Academy of Sciences and Arts
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Kohonen was elected the First Vice President of the
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Kohonen died on 13 December 2021, at the age of 87.
542:"Teuvo Kohonen, Academician of Science, dies at 87"
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301:International Association for Pattern Recognition
569:Talking Nets: An Oral History of Neural Networks
314:IEEE Neural Networks Council Pioneer Award, 1991
277:algorithm, fundamental theories of distributed
657:, August 2008, Volume 3, Number 3, pages 4–5.
485:. Springer Finance. London: Springer London.
481:Deboeck, Guido; Kohonen, Teuvo, eds. (1998).
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269:Kohonen made contributions to the field of
120:IEEE Neural Networks Council Pioneer Award
284:Kohonen's most famous contribution is the
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437:Self-Organization and Associative Memory
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616:. Aalto University. 17 December 2021
655:Computational Intelligence Magazine
218:During doctorate, he worked on the
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260:Helsinki University of Technology
209:Helsinki University of Technology
163:Helsinki University of Technology
97:Helsinki University of Technology
305:European Neural Network Society
578:10.7551/mitpress/6626.001.0001
483:Visual Explorations in Finance
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703:Machine learning researchers
650:, by CIM Editorial Officer.
648:Interview with Teuvo Kohonen
410:Content-Addressable Memories
364:Digital circuits and devices
348:10.1016/0893-6080(88)90020-2
275:Learning Vector Quantization
111:Learning vector quantization
693:Finnish computer scientists
614:"Teuvo Kohonen in memoriam"
321:IEEE Frank Rosenblatt Award
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601:Bibliography of SOM papers
271:artificial neural networks
154:Artificial neural networks
491:10.1007/978-1-4471-3913-3
445:10.1007/978-3-642-88163-3
418:10.1007/978-3-642-83056-3
391:10.1007/978-3-642-96384-1
248:{\displaystyle 10^{-11}s}
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435:Kohonen, Teuvo (1989).
408:Kohonen, Teuvo (1987).
381:Kohonen, Teuvo (1977).
362:Kohonen, Teuvo (1972).
220:quantum electrodynamics
215:between 1975 and 1999.
207:Kohonen studied at the
718:People from Lauritsala
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464:Self-Organizing Maps
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189:Teuvo Kalevi Kohonen
713:Fellows of the IEEE
307:from 1991 to 1992.
286:self-organizing map
107:Self-organizing map
546:Academy of Finland
383:Associative Memory
279:associative memory
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213:Academy of Finland
197:Academy of Finland
193:professor emeritus
167:Academy of Finland
587:978-0-262-26715-1
572:. The MIT Press.
500:978-1-84996-999-4
454:978-3-540-51387-2
427:978-3-540-17625-1
400:978-3-642-96386-5
373:978-0-13-214122-2
295:Honors and awards
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143:Scientific career
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159:Institutions
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71:(2021-12-13)
54:11 July 1934
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683:2021 deaths
678:1934 births
620:19 December
551:18 December
342:(1): 3–16.
136:IEEE Fellow
85:Nationality
672:Categories
509:References
58:Lauritsala
50:1934-07-11
264:Erkki Oja
235:−
177:Erkki Oja
79:, Finland
60:, Finland
195:of the
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323:, 2008
203:Career
149:Fields
132:(1995)
127:(1992)
122:(1991)
117:Awards
356:Books
77:Espoo
653:IEEE
622:2021
582:ISBN
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495:ISBN
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Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.
