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Laboratory of Computer and Information Science / Neural Networks Research Centre CIS Lab Helsinki University of Technology

Bibliography of SOM papers

7718 works that have been based on the Self-Organizing Map (SOM) method developed by Kohonen: in BibTeX format (compressed), in pdf: authors from A to K, authors from L to Z; in compressed postscript: authors from A to K, authors from L to Z.

More recent references have been collected in a technical report:

Matti Pöllä, Timo Honkela, and Teuvo Kohonen (2009), Bibliography of Self-Organizing Map (SOM) Papers: 2002-2005 Addendum. TKK Reports in Information and Computer Science, Helsinki University of Technology, Report TKK-ICS-R23.

By 2005, the number of items in the bibliography was about 8,000. According to the latest bibliographic searches, the number in 2011 is well over 10,000. This was announced by Academician Teuvo Kohonen in the WSOM 2011 conference.

Previous versions of the bibliography have appeared in journal articles, in two parts, that contain both a thematic and a keyword index:

Merja Oja, Samuel Kaski, and Teuvo Kohonen (2003), Bibliography of Self-Organizing Map (SOM) Papers: 1998-2001 Addendum, Neural Computing Surveys, 3: 1-156.

Samuel Kaski, Jari Kangas, and Teuvo Kohonen (1998), Bibliography of Self-Organizing Map (SOM) Papers: 1981-1997, Neural Computing Surveys, 1: 102-350.

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