Self-organized formation of topologically correct feature maps

@article{Kohonen2004SelforganizedFO,
  title={Self-organized formation of topologically correct feature maps},
  author={Teuvo Kohonen},
  journal={Biological Cybernetics},
  year={2004},
  volume={43},
  pages={59-69}
}
  • T. Kohonen
  • Published 2004
  • Mathematics, Computer Science
  • Biological Cybernetics
This work contains a theoretical study and computer simulations of a new self-organizing process. The principal discovery is that in a simple network of adaptive physical elements which receives signals from a primary event space, the signal representations are automatically mapped onto a set of output responses in such a way that the responses acquire the same topological order as that of the primary events. In other words, a principle has been discovered which facilitates the automatic… Expand
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