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... > entity > continuant > generically dependent continuant > information content entity > directive information entity > plan specification > algorithm > classification algorithm > self-organizing map

Terme préférentiel

self-organizing map  

Définition

  • A self-organizing map is a type of artificial neural network (ANN) 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, retrieved 07/07/2021).

Concept générique

Synonyme(s)

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

Référence(s) bibliographique(s)

  • • Kohonen, T. (1995). Self-organizing maps. Springer Verlag.

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Traductions

URI

http://data.loterre.fr/ark:/67375/LTK-DK49HJZB-8

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