World's Best Scientists 2026 revealed!
Teuvo Kohonen

Teuvo Kohonen

Award Badge
Computer Science
Finland
2025

D-Index & Metrics

Computer Science

D-Index
75
Citations
80760
World Ranking
1364
National Ranking
5

Research.com Recognitions

  • 2025 - Research.com Computer Science in Finland Leader Award
  • 2022 - Research.com Computer Science in Finland Leader Award
  • 2008 - IEEE Frank Rosenblatt Award
  • 1996 - IAPR King-Sun Fu Prize
  • 1991 - Neural Networks Pioneer Award, IEEE Computational Intelligence Society

Overview

Teuvo Kohonen is affiliated with Aalto University in Finland. Their research career encompasses various aspects of neural networks and computational intelligence, contributing to the academic community through notable awards and recognition.

The scientist has received several awards throughout their career, including the IEEE Frank Rosenblatt Award in 2008, the IAPR King-Sun Fu Prize in 1996, and the Neural Networks Pioneer Award from the IEEE Computational Intelligence Society in 1991.

The scope of their work aligns with fields related to computational intelligence, neural networks, and pattern recognition, as indicated by the awards and institutional affiliations. Though specific papers, co-authors, publication venues, books, and detailed topics of study are not listed, the accolades suggest contributions to the advancement of neural network theory and applications.

Best Publications

  • Self-organized formation of topologically correct feature maps

    Teuvo Kohonen

  • Self Organization And Associative Memory

    Teuvo Kohonen

  • Self-organization and associative memory: 3rd edition

    T. Kohonen

  • Essentials of the self-organizing map

    Teuvo Kohonen

  • An introduction to neural computing

    Teuvo Kohonen

  • Self organization of a massive document collection

    T. Kohonen;S. Kaski;K. Lagus;J. Salojarvi

  • Correlation matrix memories

    Tuevo Kohonen

  • Engineering applications of the self-organizing map

    T. Kohonen;E. Oja;O. Simula;A. Visa

  • Self-organizing semantic maps

    H. Ritter;T. Kohonen

  • The 'neural' phonetic typewriter

    T. Kohonen

  • Statistical pattern recognition with neural networks: benchmarking studies.

    Teuvo Kohonen;György Barna;Ronald L. Chrisley

  • Improved versions of learning vector quantization

    T. Kohonen

  • Analysis of a simple self-organizing process

    Teuvo Kohonen

  • Associative Memory: A System-Theoretical Approach

    Teuvo Kohonen

  • SOM_PAK: The Self-Organizing Map Program Package

    T. Kohonen;J. Hynninen;J. Kangas;J. Laaksonen

  • Variants of self-organizing maps

    J.A. Kangas;T.K. Kohonen;J.T. Laaksonen

  • Variants of self-organizing maps.

    Kangas J;Kohonen T;Laaksonen J;Simula O

  • WEBSOM - Self-Organizing Maps of Document Collections

    Samuel Kaski;Timo Honkela;Krista Lagus;Teuvo Kohonen

  • Content-addressable memories

    Teuvo Kohonen

  • Visual Explorations in Finance with Self-Organizing Maps

    Guido Deboeck;Teuvo Kohonen

Frequent Co-Authors

Samuel Kaski
Samuel Kaski Aalto University
Jorma Laaksonen
Jorma Laaksonen Aalto University
Erkki Oja
Erkki Oja Aalto University
Helge Ritter
Helge Ritter Bielefeld University
Riitta Hari
Riitta Hari Aalto University
Barbara Hammer
Barbara Hammer Bielefeld University

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