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Essentials of the self-organizing map

Neural Networks · 2012 · Vol. 37 · pp. 52–65
Teuvo Kohonen
Neural Networks and ApplicationsFace and Expression RecognitionSpectroscopy and Chemometric AnalysesSelf-organizing mapComputer scienceCluster analysisData miningGridVector quantizationSet (abstract data type)Artificial intelligenceSimilarity (geometry)Data set

MeSH terms

AlgorithmsAnimalsBrainBrain MappingComputer SimulationHumansModels, Neurological
Citations
1,559
FWCI
57.53
field-weighted impact
References
107
Percentile
100%
vs. same field & year
Citations per year
References
The self-organizing map
Proceedings of the IEEE · 1990 · 8,115 citations
Improved tools for biological sequence comparison.
Proceedings of the National Academy of Sciences · 1988 · 11,317 citations
WEBSOM – Self-organizing maps of document collections
Neurocomputing · 1998 · 494 citations
GTM: The Generative Topographic Mapping
Neural Computation · 1998 · 1,380 citations
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