Teuvo Kohonen

According to our database, Teuvo Kohonen authored at least 66 papers between 1972 and 2013.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2013

Essentials of the self-organizing map.

Teuvo Kohonen

Neural Networks, 2013

2011

Contextually Self-Organized Maps of Chinese Words.

Teuvo Kohonen, Hongbing Xing

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

2009

On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study.

Teuvo Kohonen, Ilari T. Nieminen, Timo Honkela

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

2008

Data Management by Self-Organizing Maps.

Teuvo Kohonen

Proceedings of the Computational Intelligence: Research Frontiers, 2008

2007

Kohonen network.

Teuvo Kohonen, Timo Honkela

Scholarpedia, 2007

2006

Self-organizing neural projections.

Teuvo Kohonen

Neural Networks, 2006

2004

Mining massive document collections by the WEBSOM method.

Krista Lagus, Samuel Kaski, Teuvo Kohonen

Inf. Sci., 2004

2003

Methods for Exploratory Cluster Analysis.

Samuel Kaski, Janne Nikkilä, Teuvo Kohonen

Proceedings of the Intelligent Exploration of the Web, 2003

2002

How to make large self-organizing maps for nonvectorial data.

Teuvo Kohonen, Panu Somervuo

Neural Networks, 2002

2001

Self-Organizing Maps, Third Edition

Teuvo Kohonen

Springer Series in Information Sciences, Springer, ISBN: 978-3-642-56927-2, 2001

2000

Self organization of a massive document collection.

Teuvo Kohonen, Samuel Kaski, Krista Lagus, Jarkko Salojärvi, Jukka Honkela, Vesa Paatero, Antti Saarela

IEEE Trans. Neural Networks Learn. Syst., 2000

Self-Organizing Maps of Massive Document Collections.

Teuvo Kohonen

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Clustering and Visualization of Large Protein Sequence Databases by Means of an Extension on the Self-Organizing Map.

Panu Somervuo, Teuvo Kohonen

Proceedings of the Discovery Science, 2000

An Unsupervised Learning Method that Produces Organized Representations from Real Information.

Teuvo Kohonen

Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

1999

Self-Organizing Maps and Learning Vector Quantization for Feature Sequences.

Panu Somervuo, Teuvo Kohonen

Neural Process. Lett., 1999

Fast Evolutionary Learning with Batch-Type Self-Organizing Maps.

Teuvo Kohonen

Neural Process. Lett., 1999

Comparison of SOM Point Densities Based on Different Criteria.

Teuvo Kohonen

Neural Comput., 1999

Websom for Textual Data Mining.

Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen

Artif. Intell. Rev., 1999

Spotting Relevant Information in Extremely Large Document Collections.

Teuvo Kohonen

Proceedings of the Computational Intelligence, 1999

1998

Visual feature analysis by the self-organising maps.

Teuvo Kohonen, Erkki Oja

Neural Comput. Appl., 1998

Self-organizing maps of symbol strings.

Teuvo Kohonen, Panu Somervuo

Neurocomputing, 1998

The self-organizing map.

Teuvo Kohonen

Neurocomputing, 1998

WEBSOM - Self-organizing maps of document collections.

Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen

Neurocomputing, 1998

Methods for interpreting a self-organized map in data analysis.

Samuel Kaski, Janne Nikkilä, Teuvo Kohonen

Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998

1997

Self-organized Formation of Various Invariant-feature Filters in the Adaptive-subspace SOM.

Teuvo Kohonen, Samuel Kaski, Harri Lappalainen

Neural Comput., 1997

Exploration of very large databases by self-organizing maps.

Teuvo Kohonen

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Self-Organizing Maps, Second Edition

Teuvo Kohonen

Springer Series in Information Sciences 30, Springer, ISBN: 978-3-642-97966-8, 1997

1996

Engineering applications of the self-organizing map.

Teuvo Kohonen, Erkki Oja, Olli Simula, Aari Visa, Jari Kangas

Proc. IEEE, 1996

Emergence of invariant-feature detectors in the adaptive-subspace self-organizing map.

Teuvo Kohonen

Biol. Cybern., 1996

Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration.

Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Exploration of full-text databases with self-organizing maps.

Timo Honkela, Samuel Kaski, Krista Lagus, Teuvo Kohonen

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Very Large Two-Level SOM for the Browsing of Newsgroups.

Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela

Proceedings of the Artificial Neural Networks, 1996

1995

Fast DSP implementation of high-dimensional vector classifier.

Jarkko Vuori, Teuvo Kohonen

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Self-Organizing Maps

Teuvo Kohonen

Springer Series in Information Sciences 30, Springer, ISBN: 978-3-642-97610-0, 1995

1994

Mapping content dependent acoustic information into context independent form by LVQ.

Jyri Mäntysalo, Kari Torkkola, Teuvo Kohonen

Speech Commun., 1994

Winner-take-all networks for physiological models of competitive learning.

Samuel Kaski, Teuvo Kohonen

Neural Networks, 1994

1993

Physiological interpretation of the Self-Organizing Map algorithm.

Teuvo Kohonen

Neural Networks, 1993

Things you haven't heard about the self-organizing map.

Teuvo Kohonen

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992

LVQ-based speech recognition with high-dimensional context vectors.

Jyri Mäntysalo, Kari Torkkola, Teuvo Kohonen

Proceedings of the Second International Conference on Spoken Language Processing, 1992

1990

Variants of self-organizing maps.

Jari Kangas, Teuvo Kohonen, Jorma Laaksonen

IEEE Trans. Neural Networks, 1990

Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection.

Teuvo Kohonen, Kimmo Raivio, Olli Simula, Olli Ventä, Jukka Henriksson

Proceedings of the IJCNN 1990, 1990

Improved versions of learning vector quantization.

Teuvo Kohonen

Proceedings of the IJCNN 1990, 1990

1989

Transient map method in stop consonant discrimination.

Jari Kangas, Teuvo Kohonen

Proceedings of the First European Conference on Speech Communication and Technology, 1989

Practical Problems and Vistas of Neural Computing (Position Statement).

Teuvo Kohonen

Proceedings of the Information Processing 89, Proceedings of the IFIP 11th World Computer Congress, San Francisco, USA, August 28, 1989

Self-Organization and Associative Memory, Third Edition

Teuvo Kohonen

Springer Series in Information Sciences 8, Springer, ISBN: 978-3-642-88163-3, 1989

1988

An introduction to neural computing.

Teuvo Kohonen

Neural Networks, 1988

Statistical pattern recognition with neural networks.

György Barna, Ron Chrisley, Teuvo Kohonen

Neural Networks, 1988

The "Neural" Phonetic Typewriter.

Teuvo Kohonen

Computer, 1988

Correction of quasiphoneme strings by the dynamically expanding context.

Kari Torkkola, Teuvo Kohonen

Proceedings of the 9th International Conference on Pattern Recognition, 1988

A content-addressing software method for the elimination of neural networks.

Olli Ventä, Teuvo Kohonen

Proceedings of International Conference on Neural Networks (ICNN'88), 1988

The subspace learning algorithm as a formalism for pattern recognition and neural networks.

Erkki Oja, Teuvo Kohonen

Proceedings of International Conference on Neural Networks (ICNN'88), 1988

Statistical pattern recognition with neural networks: benchmarking studies.

Teuvo Kohonen, György Barna, Ronald L. Chrisley

Proceedings of International Conference on Neural Networks (ICNN'88), 1988

Phonetic typewriter for Finnish and Japanese.

Teuvo Kohonen, Kari Torkkola, Makoto Shozakai, Jari Kangas, Olli Ventä

Proceedings of the IEEE International Conference on Acoustics, 1988

Self-Organization and Associative Memory, Second Edition

Teuvo Kohonen

Springer Series in Information Sciences 8, Springer, ISBN: 978-3-662-00784-6, 1988

1987

Microprocessor implementation of a large vocabulary speech recognizer and phonetic typewriter for Finnish and Japanese.

Teuvo Kohonen, Kari Torkkola, Makoto Shozakai, Jari Kangas, Olli Ventä

Proceedings of the European Conference on Speech Technology, 1987

1985

Median strings.

Teuvo Kohonen

Pattern Recognit. Lett., 1985

1984

On-line recognition of spoken words from a large vocabulary.

Teuvo Kohonen, Heikki Riittinen, Erkki Reuhkala, Seppo Haltsonen

Inf. Sci., 1984

1982

The on-line version of the Otaniemi speech recognition system.

Erkki Reuhkala, Heikki Riittinen, Seppo Haltsonen, Olli Ventä, Kai Makisara, Teuvo Kohonen

Proceedings of the IEEE International Conference on Acoustics, 1982

1980

Automatic Pattern Recognition - A Challenge to Computer Technology.

Teuvo Kohonen

Proceedings of the Information Processing, Proceedings of the 8th IFIP Congress 1980, Tokyo, Japan - October 6-9, 1980 and Melbourne, Australia, 1980

1979

A redundant hash addressing method adapted for the postprocessing and error-correction of computer recognized speech.

Erkki Reuhkala, Matti Jalanko, Teuvo Kohonen

Proceedings of the IEEE International Conference on Acoustics, 1979

Spectral classification of phonemes by learning subspaces.

Teuvo Kohonen, Gábor Németh, Kalle-J. Bry, Matti Jalanko, Heikki Riittinen

Proceedings of the IEEE International Conference on Acoustics, 1979

1978

Application of the subspace method to speech recognition.

Matti Jalanko, Teuvo Kohonen

Proceedings of the IEEE International Conference on Acoustics, 1978

Application of novelty filter to segmentation of speech.

Seppo Haltsonen, Matti Jalanko, Kalle-J. Bry, Teuvo Kohonen

Proceedings of the IEEE International Conference on Acoustics, 1978

1974

An Adaptive Associative Memory Principle.

Teuvo Kohonen

IEEE Trans. Computers, 1974

1973

Representation of Associated Data by Matrix Operators.

Teuvo Kohonen, Matti Ruohonen

IEEE Trans. Computers, 1973

1972

Correlation Matrix Memories.

Teuvo Kohonen

IEEE Trans. Computers, 1972