T. Kohonen

T. Kohonen, Samuel Kaski, Jarkko Venna, 1999, ICONIP'99. ANZIIS'99 & ANNES'99 & ACNN'99. 6th International Conference on Neural Information Processing. Proceedings (Cat. No.99EX378).

Workshop on Self-Organizing Maps (WSOM'97), Espoo, Finland, June 4-6, 1997

T. Kohonen, Samuel Kaski, T. Honkela, 1997 .

Cortical maps

T. Kohonen, 1990, Nature.

SELF-ORGANIZING MAPS: OPHMIZATION APPROACHES

T. Kohonen, 1991 .

Various Aspects of Memory

T. Kohonen, 1989 .

An Adaptive Associative Memory Principle

Teuvo Kohonen, T. Kohonen, 1974, IEEE Transactions on Computers.

The 'neural' phonetic typewriter

Teuvo Kohonen, T. Kohonen, 1988, Computer.

Self-Organization and Associative Memory, Second Edition

Teuvo Kohonen, T. Kohonen, 1988, Springer Series in Information Sciences.

Self-Organized Formation of Various Invariant-Feature Filters in the Adaptive-Subspace SOM

Samuel Kaski, Teuvo Kohonen, Harri Lappalainen, 1997, Neural Computation.

An introduction to neural computing

Teuvo Kohonen, T. Kohonen, 1988, Neural Networks.

Contextual Relations of Words in Grimm Tales, Analyzed by Self-Organizing Map

Timo Honkela, Teuvo Kohonen, Ville Pulkki, 1995 .

Self-organizing semantic maps

T. Kohonen, H. Ritter, T. Kohonen, 1989, Biological Cybernetics.

Analysis of a simple self-organizing process

T. Kohonen, 1982, Biological Cybernetics.

Statistical Aspects of the WEBSOM System in Organizing Document Collections

T. Kohonen, T. Honkela, K. Lagus, 1998 .

Bibliography of Self-Organizing Map SOM) Papers: 1998-2001 Addendum

T. Kohonen, Samuel Kaski, Merja Oja, 2003 .

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

Teuvo Kohonen, T. Kohonen, 1996, Biological Cybernetics.

Associative recall of images

T. Kohonen, L. Vainio, E. Reuhkala, 2004, Biological Cybernetics.

Self-Organizing Maps of Symbol Strings with Application to Speech Recognition

T. Kohonen, P. Somervuo, 1997 .

International Conference on Artificial Neural Networks (ICANN96), Bochum, Germany, July 16-19, 1996

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1996 .

Self-Organized Formation of Colour Maps in a Model Cortex

J Saarinen, T Kohonen, T. Kohonen, 1985, Perception.

Automatic Coloring of Data According to Its Cluster Structure

Jarkko Venna, Samuel Kaski, Teuvo Kohonen, 1997 .

The Adaptive-Subspace Self-Organizing Map (ASSOM)

Samuel Kaski, Teuvo Kohonen, Jarkko Salojärvi, 1997 .

Statistical pattern recognition with neural networks

Teuvo Kohonen, Ron Chrisley, György Barna, 1988, Neural Networks.

5th Workshop on Self-Organizing Maps : Paris 1 Panthéon-Sorbonne University 5th-8th September 2005 : proceedings

Barbara Hammer, Samuel Kaski, Teuvo Kohonen, 2005 .

A . Approximation of an input data item by a linear mixture of SOM models

T. Kohonen, 2022 .

Speech recognition: a hybrid approach

Teuvo Kohonen, Kari Torkkola, T. Kohonen, 1998 .

Self-organized formation of topographically correct feature maps

T. Kohonen, 1982 .

Self-Organizing Maps, Third Edition

Teuvo Kohonen, T. Kohonen, 2001, Springer Series in Information Sciences.

Three D-Dynamic Scene Analysis: A Stereo Based Approach

Olivier Faugeras, Zhengyou Zhang, Teuvo Kohonen, 1992 .

Structures of Welfare and Poverty in the World Discovered by the Self-Organizing Map

Samuel Kaski, Teuvo Kohonen, T. Kohonen, 1995 .

Detection of spectral changes: natural vowels versus two-frequency sounds

Riitta Salmelin, Teuvo Kohonen, Olli V. Lounasmaa, 2000 .

The block diagram of the recognition system is

Kai Makisara, Teuvo Kohonen, Subspace Method, 1982 .

An Indexed Bibliography of Genetic Algorithms and Neural Networks

Jarmo T. Alander, Teuvo Kohonen, T. Kohonen, 2012 .

Monitoring of an Anaesthesia System Using Self-Organizing Maps

Olli Simula, Teuvo Kohonen, Pekka Merilainen, 1994 .

Exploration of large document collections by self-organizing maps

Teuvo Kohonen, T. Kohonen, 1998 .

AnAdaptive Associative MemoryPrinciple

Teuvo Kohonen, T. Kohonen, 1974 .

Automatic Pattern Recognition - A Challenge to Computer Technology

Teuvo Kohonen, T. Kohonen, 1980, IFIP Congress.

Speech recognition based on topology-preserving neural maps

Teuvo Kohonen, T. Kohonen, 1989 .

4311 Works That Have Been Based on the Self-Organizing Map (SOM) Method Developed by Kohonen

Teuvo Kohonen, T. Kohonen, 2000 .

Computing with neural networks.

Erkki Oja, Teuvo Kohonen, E. Oja, 1987, Science.

Adaptation of a linear system to a finite set of patterns occurring in an arbitrarily varying order

Erkki Oja, Teuvo Kohonen, E. Oja, 1974 .

Optical Associative Memories

T. Kohonen, 1988 .

Self-Organizing Maps, Second Edition

Teuvo Kohonen, T. Kohonen, 1997, Springer Series in Information Sciences.

9 . 1 Self-Organizing Maps : introduction

T. Kohonen, P. Somervuo, Samuel Kaski, 2022 .

Learning ″Semantotopic Maps″ from Context

Helge Ritter, Teuvo Kohonen, T. Kohonen, 1990 .

Physiological interpretation of the Self-Organizing Map algorithm

Teuvo Kohonen, T. Kohonen, 1993, Neural Networks.

Computing with neural networks.

E. Oja, T. Kohonen, 1987, Science.

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

Samuel Kaski, Teuvo Kohonen, T. Kohonen, 1994, Neural Networks.

Bibliography of Self-Organizing Map (SOM) Papers: 1981-1997

Samuel Kaski, Teuvo Kohonen, Jari Kangas, 1998 .

Justification of Neural Modeling

Teuvo Kohonen, T. Kohonen, 1997 .

An Overview of SOM Literature

Teuvo Kohonen, T. Kohonen, 1995 .

Generalizations of the self-organizing map

Teuvo Kohonen, T. Kohonen, 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).

Physiological interpretationm of the self-organizing map algorithm

Teuvo Kohonen, T. Kohonen, 1993 .

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

Teuvo Kohonen, T. Kohonen, 1993, IEEE International Conference on Neural Networks.

Learning Vector Quantisation and the Self Organising Map

Teuvo Kohonen, T. Kohonen, 1992 .

Improved versions of learning vector quantization

Teuvo Kohonen, T. Kohonen, 1990, 1990 IJCNN International Joint Conference on Neural Networks.

STATISTICAL PATTERN RECOGNITION REVISITED

Teuvo Kohonen, T. Kohonen, 1990 .

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

Olli Ventä, Teuvo Kohonen, Jari Kangas, 1987, ECST.

A Simple Paradigm for the Self-Organized Formation of Structured Feature Maps

Teuvo Kohonen, T. Kohonen, 1982 .

A new model for randomly organized associative memory.

T Kohonen, T. Kohonen, 1973, The International journal of neuroscience.

Essentials of the self-organizing map

Teuvo Kohonen, T. Kohonen, 2013, Neural Networks.

Self‐organization, memorization, and associative recall of sensory information by brain‐like adaptive networks

Teuvo Kohonen, T. Kohonen, 2009 .

Self-organizing neural projections

Teuvo Kohonen, T. Kohonen, 2006, Neural Networks.

Where the abstract feature maps of the brain might come from

Teuvo Kohonen, Riitta Hari, T. Kohonen, 1999, Trends in Neurosciences.

More About Biological Memory

Teuvo Kohonen, T. Kohonen, 1988 .

BIBLIOGRAPHY OF SELF-ORGANIZING MAP (SOM) PAPERS: 2002-2005 ADDENDUM

Timo Honkela, Teuvo Kohonen, T. Kohonen, 2009 .

Median strings

Teuvo Kohonen, T. Kohonen, 1985, Pattern Recognit. Lett..

Variants of self-organizing maps

Jorma Laaksonen, Teuvo Kohonen, Jari Kangas, 1990, International 1989 Joint Conference on Neural Networks.

Clustering of Human Endogenous Retrovirus Sequences with Median Self-Organizing Map

Samuel Kaski, Panu Somervuo, Teuvo Kohonen, 2003 .

Data Management by Self-Organizing Maps

Teuvo Kohonen, T. Kohonen, 2008, WCCI.

Websom for Textual Data Mining

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1999, Artificial Intelligence Review.

Engineering applications of the self-organizing map

Erkki Oja, Olli Simula, Ari Visa, 1996, Proc. IEEE.

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

Olli Simula, Olli Ventä, Teuvo Kohonen, 1990, 1990 IJCNN International Joint Conference on Neural Networks.

Mapping content dependent acoustic information into context independent form by LVQ

Teuvo Kohonen, Kari Torkkola, Jyri Mäntysalo, 1994, Speech Commun..

Visual feature analysis by the self-organising maps

Erkki Oja, Teuvo Kohonen, E. Oja, 1998, Neural Computing & Applications.

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

Panu Somervuo, Teuvo Kohonen, T. Kohonen, 2000, Discovery Science.

An Unsupervised Learning Method that Produces Organized Representations from Real Information

Teuvo Kohonen, T. Kohonen, 2000, ANNIMAB.

Developments and applications of the self-organizing map and related algorithms

Teuvo Kohonen, Jari Kangas, T. Kohonen, 1996 .

The self-organizing feature maps

Teuvo Kohonen, T. Kohonen, K Mäkisara, 1989 .

New developments and applications of self-organizing maps

T. Kohonen, T. Kohonen, 1996, Proceedings of International Workshop on Neural Networks for Identification, Control, Robotics and Signal/Image Processing.

Kohonen network

Timo Honkela, Teuvo Kohonen, T. Kohonen, 2007, Scholarpedia.

Modelling of neural associative memory.

J Rovamo, T Kohonen, P Lehtiö, 1974, Annales Academiae Scientiarum Fennicae. Ser. A.5, Medica.

Contextual self-organizing map: software for constructing semantic representations

Ping Li, Xiaowei Zhao, Teuvo Kohonen, 2011, Behavior research methods.

Modeling of automatic capture and focusing of visual attention

Teuvo Kohonen, T. Kohonen, 2002, Proceedings of the National Academy of Sciences of the United States of America.

Glossary of “Neural” Terms

Teuvo Kohonen, T. Kohonen, 1995 .

SOM_PAK: The Self-Organizing Map Program Package

Jorma Laaksonen, Teuvo Kohonen, Jari Kangas, 1996 .

Chapter 8 Self-organizing map

T. Kohonen, P. Somervuo, Samuel Kaski, 2004 .

How to make large self-organizing maps for nonvectorial data

Panu Somervuo, Teuvo Kohonen, T. Kohonen, 2002, Neural Networks.

Software Tools for SOM

Teuvo Kohonen, T. Kohonen, 2001 .

New developments of nonlinear projections for the visualization of structures in nonvectorial data sets

Teuvo Kohonen, T. Kohonen, 2011 .

Exploration of very large databases by self-organizing maps

Teuvo Kohonen, T. Kohonen, 1997, Proceedings of International Conference on Neural Networks (ICNN'97).

Self-Organizing Maps and Learning Vector Quantization for Feature Sequences

Panu Somervuo, Teuvo Kohonen, T. Kohonen, 1999, Neural Processing Letters.

Visual Explorations in Finance

Teuvo Kohonen, Guido Deboeck, T. Kohonen, 1998 .

Mining massive document collections by the WEBSOM method

Samuel Kaski, Teuvo Kohonen, Krista Lagus, 2004, Inf. Sci..

Self-Organizing Maps of Very Large Document Collections: Justification for the WEBSOM Method

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1998 .

Self-Organizing Maps of Document Collections

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1996 .

Newsgroup Exploration with WEBSOM Method and Browsing Interface

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1996 .

Creating an Order in Digital Libraries with Self-Organizing Maps

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1996 .

In: Self-organising Maps

Teuvo Kohonen, T. Kohonen, 1995 .

Representation of Associated Data by Matrix Operators

Teuvo Kohonen, Matti Ruohonen, T. Kohonen, 1973, IEEE Transactions on Computers.

Associative memory and pattern recognition.

T Kohonen, P Lehtiö, T. Kohonen, 1978, Medical biology.

Self organization of a massive document collection

Samuel Kaski, Teuvo Kohonen, Jarkko Salojärvi, 2000, IEEE Trans. Neural Networks Learn. Syst..

WEBSOM - Self-organizing maps of document collections

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1998, Neurocomputing.

Self-Organizing Maps of Massive Databases

Teuvo Kohonen, T. Kohonen, 2001 .

Learning vector quantization

Teuvo Kohonen, T. Kohonen, 1998 .

LVQPAK: A software package for the correct application of Learning Vector Quantization algorithms

Jorma Laaksonen, Teuvo Kohonen, Jari Kangas, 1992, [Proceedings 1992] IJCNN International Joint Conference on Neural Networks.

Artificial neural networks : proceedings of the 1991 International Conference on Artificial Neural Networks (ICANN-91), Espoo, Finland, 24-28 June, 1991

Teuvo Kohonen, T. Kohonen, 1991 .

Detection of Nonlinearly Distorted and Two-Path Propagated Signals Using a Neural Network Based Equalizer

Teuvo Kohonen, Kimmo Raivio, T. Kohonen, 1993 .

A New Approach to Adaptive Filters

Teuvo Kohonen, T. Kohonen, 1988 .

Gossiping Nets

S. Grossberg, G. Carpenter, B. Widrow, 1999 .

The Basic SOM

Teuvo Kohonen, T. Kohonen, 1995 .

The self-organizing map

T. Kohonen, 1990, Neurocomputing.

Representation Of Sensory Information In Self-Organizing Feature Maps, And Relation Of These Maps To Distributed Memory Networks

Teuvo Kohonen, T. Kohonen, 1986, Other Conferences.

Hardware for SOM

Teuvo Kohonen, T. Kohonen, 1995 .

Classical Learning Systems

Teuvo Kohonen, T. Kohonen, 1988 .

Representation and Processing of Associations Using Vector Space Operations

T. Kohonen, 1979 .

Comparison of SOM Point Densities Based on Different Criteria

Teuvo Kohonen, T. Kohonen, 1999, Neural Computation.

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

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1996, KDD.

Notes on Neural Computing

T. Kohonen, 1988 .

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

Timo Honkela, Teuvo Kohonen, Ilari T. Nieminen, 2009, WSOM.

Variants of SOM

Teuvo Kohonen, T. Kohonen, 1995 .

Self-Organizing Maps

T. Kohonen, 1995, Springer Series in Information Sciences.

Coloring that Reveals Cluster Structures in Multivariate Data

Jarkko Venna, Samuel Kaski, Teuvo Kohonen, 2000 .

Self-Organizing Maps, Second Edition

T. Kohonen, 1997, Springer Series in Information Sciences.

Methods for interpreting a self-organized map in data analysis

Samuel Kaski, Teuvo Kohonen, Janne Nikkilä, 1998, ESANN.

Very Large Two-Level SOM for the Browsing of Newsgroups

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1996, ICANN.

Positron Lifetime Measurements with Homogenized Sources in Metals

T. Kohonen, 1967 .

Exploration of full-text databases with self-organizing maps

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1996, Proceedings of International Conference on Neural Networks (ICNN'96).

Methods for Exploratory Cluster Analysis

Samuel Kaski, Teuvo Kohonen, Janne Nikkilä, 2003, Intelligent Exploration of the Web.

Tips for Processing and Color-coding of Self-Organizing Maps

Samuel Kaski, Teuvo Kohonen, T. Kohonen, 1998 .

Visualizing the Clusters on the Self-Organizing Map

Samuel Kaski, Teuvo Kohonen, Jari Kangas, 1994 .

Browsing digital libraries with the aid of self-organizing maps

Timo Honkela, Samuel Kaski, Teuvo Kohonen, 1996 .

PERFORMANCE EVALUATION OF SELF-ORGANIZING MAP BASED NEURAL EQUALIZERS IN DYNAMIC DISCRETE-SIGNAL DETECTION

T. Kohonen, O. Simula, K. Raivio, 1991 .