@InProceedings{Supelec882,
author = {Jérémy Fix},
title = {{Dynamic formation of self-organizing maps}},
year = {2014},
booktitle = {{10th workshop on Self-Organizing Maps, WSOM 2014}},
abstract = {In this paper, an original dynamical system derived from dynamic
neural fields is studied in the context of the formation of
topographic maps. This dynamical system overcomes limitations
of the original Self-Organizing Map (SOM) model of Kohonen. Both
competition and learning are driven by dynamical systems and
performed continuously in time. The equations governing
competition are shown to be able to reconsider dynamically their
decision through a mechanism rendering the current decision
unstable, which allows to avoid the use of a global reset signal.}
}