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Vocabulary of natural language processing

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Concept information

Preferred term

self-organizing map  

Definition

  • A type of artificial neural network that is trained using unsupervised learning to produce a low-dimensional (typically two-dimensional), discretized representation of the input space of the training samples, called a map, and is therefore a method to do dimensionality reduction. (Wikipedia)

Synonym(s)

  • Kohonen map
  • self-organizing feature map
  • SOFM
  • SOM

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-XTH1WJ0X-D

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