Topological interpolation in SOM by affine transformations

نویسندگان

  • Josef Göppert
  • Wolfgang Rosenstiel
چکیده

The calculation of virtual neurons in a self-organizing map by interpolation allows to reduce calculation time and memory space in training and retrieval. In this paper, a new interpolation method, based on aane coordinates of a local system is presented and discussed. An example in the domain of colour mixture is used to show the properties and compare this method to others.

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تاریخ انتشار 1995