Spicules for Unsupervised Learning

  • Authors:

  • J. A. Gómez-Ruiz;J. Muñoz-Perez;M. A. García-Bernal

  • Affiliations:

  • Dept. of Languages and Computer Science, University of Málaga, Málaga, Spain 29071;Dept. of Languages and Computer Science, University of Málaga, Málaga, Spain 29071;Dept. of Languages and Computer Science, University of Málaga, Málaga, Spain 29071

  • Venue:
  • IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
  • Year:
  • 2009

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Abstract

We present a new model of unsupervised competitive neural network, based on spicules. This model is capable of detecting topological information of an input space, determining its orientation and, in most case, its skeleton.