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 techical 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-R24.

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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