What are the good references for SOM?

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Mostafa Eidiani Popular answer

Please see these references:

http://www.astrj.com/pdf-2375-2417?filename=NOISY%20IMAGE%20SEGMENTATION.pdf

http://www.ijsce.org/attachments/File/v4i5/E2419114514.pdf

https://www.cs.hmc.edu/~kpang/nn/finalpresentation.ppt

Amaury Lendasse

http://www.cis.hut.fi/somtoolbox/theory/somalgorithm.shtml

Kohonen, T. (1995). Self-Organizing Maps. Series in Information Sciences, Vol. 30. Springer, Heidelberg. Second ed. 1997.

David Veganzones

Thanks

Behrouz Ahmadi-Nedushan

Kangas, J. A., Kohonen, T. K., & Laaksonen, J. T. (1990). Variants of self-organizing maps. Neural Networks, IEEE Transactions on, 1(1), 93-99.

http://parati.dca.fee.unicamp.br/media/Attachments/courseIA368Q1S2012/Monografia/Kangas_1990.pdf

Van Hulle, M. M. (2012). Self-organizing maps. In Handbook of Natural Computing (pp. 585-622). Springer Berlin Heidelberg.

Kaski, S., & Lagus, K. (1996). Comparing self-organizing maps. In Artificial Neural Networks—ICANN 96 (pp. 809-814). Springer Berlin Heidelberg.

http://www.pspc.unige.it/~drivsco/Papers/VanHulle_Springer.pdf

http://users.ics.aalto.fi/sami/papers/critfin.ps

X-SOM and L-SOM: A Double Classification Approach for Missing Value Imputation

Paul Merlin, Antti Sorjamaa, Bertrand Maillet and Amaury Lendasse.

In Neurocomputing, volume 73, pages 1103-1108. March, 2010.

SOM+EOF for Finding Missing Values

Antti Sorjamaa, Paul Merlin, Bertrand Maillet and Amaury Lendasse.

In ESANN 2007, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 115-120. April 25-27, 2007.

I will read them!

Erwin, E., Obermayer, K., & Schulten, K. (1992). Self-organizing maps: ordering, convergence properties and energy functions. Biological cybernetics, 67(1), 47-55.

http://ftp.ks.uiuc.edu/Publications/Papers/PDF/ERWI92A/ERWI92A.pdf

Mostafa Eidiani