Suprasymbolic grammar induction by recurrent self-organizing maps

  • Authors:

  • Fuminori Mizushima;Takashi Toyoshima

  • Affiliations:

  • Dept. Brain Science and Engineering;Dept. Brain Science and Engineering

  • Venue:
  • ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
  • Year:
  • 2006

Quantified Score

Hi-index 0.00

Visualization

Abstract

A preliminary experimental result is reported on language identification tasks by Recurrent Self-Organization Maps (RSOM) with a context map layer, using English part-of-speech strings of variable length. With subsymbolic processing, RSOM suprasymbolically sublimed syntactic rules into a topological configuration.