SOM neural network as an example of the self-organizing neural network Cover Image

Sieć SOM jako przykład sieci samoorganizującej się
SOM neural network as an example of the self-organizing neural network

Author(s): Karolina Bartos
Subject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: SOM; Kohonen’s algorithm; self-organizing neural network

Summary/Abstract: The article presents SOM as an example of self-organizing neural network. The paper includes basic information about SOM: origin, structure, functioning and learning method (unsupervised and competitive learning). Furthermore, the author describes a verification process of self-organizing feature maps and Kohonen’s algorithm which is used for the SOM training.

  • Issue Year: 2012
  • Issue No: 36
  • Page Range: 65-74
  • Page Count: 10
  • Language: Polish
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