Background
Kohonen, Teuvo Kalevi was born on July 11, 1934 in Lauritsala, Finland. Son of Väinö and Tyyne Emilia Kohonen.
(The Self-Organizing Map (SOM), with its variants, is the ...)
The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. About 4000 research articles on it have appeared in the open literature, and many industrial projects use the SOM as a tool for solving hard real world problems. Many fields of science have adopted the SOM as a standard analytical tool: statistics, signal processing, control theory, financial analyses, experimental physics, chemistry and medicine. This new edition includes a survey of over 2000 contemporary studies to cover the newest results. Case examples are provided with detailed formulae, illustrations, and tables. Further, a new chapter on software tools for SOM has been included whilst other chapters have been extended and reorganised.
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educator information scientist computer scientist
Kohonen, Teuvo Kalevi was born on July 11, 1934 in Lauritsala, Finland. Son of Väinö and Tyyne Emilia Kohonen.
Diploma in engineering, Helsinki University of Technology, Espoo, Finland, 1957. Licentiate in applied physics, Helsinki University of Technology, 1960. Doctor of Engineering in Physics, Helsinki University of Technology, 1962.
Doctor of Philosophy (honorary), University York, England, 1992. Doctor of Philosophy (honorary), Åbo Academy, Turku, Finland, 1993. Doctor of Philosophy (honorary), University Dortmund, Germany, 1997.
Assistant in Physics, Helsinki University of Technology 1957-1959. Research Association Finnish Atomic Energy Commission 1959-1962. Assistant Professor, in Physics, Helsinki University of Technology 65, Professor, of Technology Physics since 1965.
On leave as Visiting Professor University of Washington, Seattle 1968-1969. Research Professor Academy, of Finland 1975-1978. Commander.
(The Self-Organizing Map (SOM), with its variants, is the ...)
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Author: Digital Circuits and Devices, 1972, Associative Memory—A System Theoretical Approach, 1977, Content-Addressable Memories, second edition, 1987, Self-Organization and Associative Memory, 3d edition, 1989, Self-Organizing Maps, 1995, 3d edition, 2001.
Fellow Institute of Electrical and Electronics Engineers (Neural Networks Pioneer award 1991, Third Millennium medal 2000). Member Finnish Academy of Sciences, Finnish Academy Engineering Sciences, European Neural Network Society (president 1991-1992), International Association for Pattern Recognition (1st vice chairman 1982-1984), International Neural Network Society (governing board 1987-1989, 92-94, Lifetime Achievement award 1992), Pattern Recognition Society Finland (honorary), Finnish Society for Medical Physics and Medical Engineering (honorary), Brain Research Society Finland, European Academy of Sciences, Arts and Letters (titular), Academy Scientiarum et Artium Europaea.
Philosophy of music, literature.
Married Elvi Anneli Trast, May 16, 1959. Children: Virpi, Eevi, Jussi, Jukka.