Teuvo Kohonen

Publication Activity (10 Years)

Years Active: 1972-2013
Publications (10 Years): 0

Top Topics

Black And White

Top Venues

Neural Networks

Publications

Teuvo Kohonen
Essentials of the self-organizing map. Neural Networks 37 (2013)
Teuvo Kohonen, Hongbing Xing
Contextually Self-Organized Maps of Chinese Words. WSOM (2011)
Teuvo Kohonen, Ilari T. Nieminen, Timo Honkela
On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study. WSOM (2009)
Teuvo Kohonen
Data Management by Self-Organizing Maps. WCCI (2008)
Teuvo Kohonen, Timo Honkela
Kohonen network. Scholarpedia 2 (1) (2007)
Teuvo Kohonen
Self-organizing neural projections. Neural Networks 19 (6-7) (2006)
Krista Lagus, Samuel Kaski, Teuvo Kohonen
Mining massive document collections by the WEBSOM method. Inf. Sci. 163 (1-3) (2004)
Teuvo Kohonen, Panu Somervuo
How to make large self-organizing maps for nonvectorial data. Neural Networks 15 (8-9) (2002)
Panu Somervuo, Teuvo Kohonen
Clustering and Visualization of Large Protein Sequence Databases by Means of an Extension on the Self-Organizing Map. Discovery Science (2000)
Teuvo Kohonen
An Unsupervised Learning Method that Produces Organized Representations from Real Information. ANNIMAB (2000)
Teuvo Kohonen, Samuel Kaski, Krista Lagus, Jarkko Salojärvi, Jukka Honkela, Vesa Paatero, Antti Saarela
Self organization of a massive document collection. IEEE Trans. Neural Networks Learn. Syst. 11 (3) (2000)
Teuvo Kohonen
Self-Organizing Maps of Massive Document Collections. IJCNN (2) (2000)
Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen
Websom for Textual Data Mining. Artif. Intell. Rev. 13 (5-6) (1999)
Panu Somervuo, Teuvo Kohonen
Self-Organizing Maps and Learning Vector Quantization for Feature Sequences. Neural Process. Lett. 10 (2) (1999)
Teuvo Kohonen
Comparison of SOM Point Densities Based on Different Criteria. Neural Comput. 11 (8) (1999)
Teuvo Kohonen
Fast Evolutionary Learning with Batch-Type Self-Organizing Maps. Neural Process. Lett. 9 (2) (1999)
Teuvo Kohonen
Spotting Relevant Information in Extremely Large Document Collections. Fuzzy Days (1999)
Teuvo Kohonen
The self-organizing map. Neurocomputing 21 (1-3) (1998)
Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen
WEBSOM - Self-organizing maps of document collections. Neurocomputing 21 (1-3) (1998)
Teuvo Kohonen, Erkki Oja
Visual feature analysis by the self-organising maps. Neural Comput. Appl. 7 (3) (1998)
Samuel Kaski, Janne Nikkilä, Teuvo Kohonen
Methods for interpreting a self-organized map in data analysis. ESANN (1998)
Teuvo Kohonen, Panu Somervuo
Self-organizing maps of symbol strings. Neurocomputing 21 (1-3) (1998)
Teuvo Kohonen
Exploration of very large databases by self-organizing maps. ICNN (1997)
Teuvo Kohonen, Samuel Kaski, Harri Lappalainen
Self-organized Formation of Various Invariant-feature Filters in the Adaptive-subspace SOM. Neural Comput. 9 (6) (1997)
Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela
Very Large Two-Level SOM for the Browsing of Newsgroups. ICANN (1996)
Teuvo Kohonen, Erkki Oja, Olli Simula, Aari Visa, Jari Kangas
Engineering applications of the self-organizing map. Proc. IEEE 84 (10) (1996)
Teuvo Kohonen
Emergence of invariant-feature detectors in the adaptive-subspace self-organizing map. Biol. Cybern. 75 (4) (1996)
Timo Honkela, Samuel Kaski, Krista Lagus, Teuvo Kohonen
Exploration of full-text databases with self-organizing maps. ICNN (1996)
Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen
Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. KDD (1996)
Jarkko Vuori, Teuvo Kohonen
Fast DSP implementation of high-dimensional vector classifier. ICNN (1995)
Samuel Kaski, Teuvo Kohonen
Winner-take-all networks for physiological models of competitive learning. Neural Networks 7 (6-7) (1994)
Jyri Mäntysalo, Kari Torkkola, Teuvo Kohonen
Mapping content dependent acoustic information into context independent form by LVQ. Speech Commun. 14 (2) (1994)
Teuvo Kohonen
Things you haven't heard about the self-organizing map. ICNN (1993)
Teuvo Kohonen
Physiological interpretation of the Self-Organizing Map algorithm. Neural Networks 6 (7) (1993)
Jyri Mäntysalo, Kari Torkkola, Teuvo Kohonen
LVQ-based speech recognition with high-dimensional context vectors. ICSLP (1992)
Teuvo Kohonen, Kimmo Raivio, Olli Simula, Olli Ventä, Jukka Henriksson
Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection. IJCNN (1990)
Teuvo Kohonen
Improved versions of learning vector quantization. IJCNN (1990)
Teuvo Kohonen
The self-organizing map. Proc. IEEE 78 (9) (1990)
Jari Kangas, Teuvo Kohonen, Jorma Laaksonen
Variants of self-organizing maps. IEEE Trans. Neural Networks 1 (1) (1990)
Teuvo Kohonen
Practical Problems and Vistas of Neural Computing (Position Statement). IFIP Congress (1989)
Jari Kangas, Teuvo Kohonen
Transient map method in stop consonant discrimination. EUROSPEECH (1989)
Teuvo Kohonen, Kari Torkkola, Makoto Shozakai, Jari Kangas, Olli Ventä
Phonetic typewriter for Finnish and Japanese. ICASSP (1988)
Erkki Oja, Teuvo Kohonen
The subspace learning algorithm as a formalism for pattern recognition and neural networks. ICNN (1988)
Teuvo Kohonen, György Barna, Ronald L. Chrisley
Statistical pattern recognition with neural networks: benchmarking studies. ICNN (1988)
Teuvo Kohonen
An introduction to neural computing. Neural Networks 1 (1) (1988)
György Barna, Ron Chrisley, Teuvo Kohonen
Statistical pattern recognition with neural networks. Neural Networks 1 (Supplement-1) (1988)
Teuvo Kohonen
The "Neural" Phonetic Typewriter. Computer 21 (3) (1988)
Kari Torkkola, Teuvo Kohonen
Correction of quasiphoneme strings by the dynamically expanding context. ICPR (1988)
Olli Ventä, Teuvo Kohonen
A content-addressing software method for the elimination of neural networks. ICNN (1988)
Teuvo Kohonen, Kari Torkkola, Makoto Shozakai, Jari Kangas, Olli Ventä
Microprocessor implementation of a large vocabulary speech recognizer and phonetic typewriter for Finnish and Japanese. ECST (1987)
Teuvo Kohonen
Median strings. Pattern Recognit. Lett. 3 (5) (1985)
Teuvo Kohonen, Heikki Riittinen, Erkki Reuhkala, Seppo Haltsonen
On-line recognition of spoken words from a large vocabulary. Inf. Sci. 33 (1-2) (1984)
Erkki Reuhkala, Heikki Riittinen, Seppo Haltsonen, Olli Ventä, Kai Makisara, Teuvo Kohonen
The on-line version of the Otaniemi speech recognition system. ICASSP (1982)
Teuvo Kohonen
Automatic Pattern Recognition - A Challenge to Computer Technology. IFIP Congress (1980)
Erkki Reuhkala, Matti Jalanko, Teuvo Kohonen
A redundant hash addressing method adapted for the postprocessing and error-correction of computer recognized speech. ICASSP (1979)
Teuvo Kohonen, Gábor Németh, Kalle-J. Bry, Matti Jalanko, Heikki Riittinen
Spectral classification of phonemes by learning subspaces. ICASSP (1979)
Matti Jalanko, Teuvo Kohonen
Application of the subspace method to speech recognition. ICASSP (1978)
Seppo Haltsonen, Matti Jalanko, Kalle-J. Bry, Teuvo Kohonen
Application of novelty filter to segmentation of speech. ICASSP (1978)
Teuvo Kohonen
An Adaptive Associative Memory Principle. IEEE Trans. Computers 23 (4) (1974)
Teuvo Kohonen, Matti Ruohonen
Representation of Associated Data by Matrix Operators. IEEE Trans. Computers 22 (7) (1973)
Teuvo Kohonen
Correlation Matrix Memories. IEEE Trans. Computers 21 (4) (1972)