The self-organizing field [Kohonen maps]

@article{Santini1996TheSF,
  title={The self-organizing field [Kohonen maps]},
  author={Simone Santini},
  journal={IEEE transactions on neural networks},
  year={1996},
  volume={7 6},
  pages={1415-23}
}
Many of the properties of the well-known Kohonen map algorithm are not easily derivable from its discrete formulation. For instance, the "projection" implemented by the map from a high dimensional input space to a lower dimensional map space must be properly regarded as a projection from a smooth manifold to a lattice and, in this framework, some of its… CONTINUE READING