Rapid Correspondence Finding in Networks of Cortical Columns

  • Lücke J
  • Von Der Malsburg C
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Abstract

We describe a neural network able to rapidly establish cor- respondence between neural fields. The network is based on a cortical columnar model described earlier. It realizes dynamic links with the help of specialized columns that evaluate similarities between the activity dis- tributions of local feature cell populations, are subject to a topology con- straint, and gate the transfer of feature information between the neural fields. Correspondence finding requires little time (estimated to 10-40ms in physiological terms) and is robust to noise in feature signals.

Author-supplied keywords

  • complex systems
  • cortical columns
  • object recognition

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Authors

  • J Lücke

  • C Von Der Malsburg

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