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Adaptive Resonance Theory

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Drawing a whale with a pencil in sketch book

This article is not finished and not reviewed thoroughly. If for some reason you want to continue reading, do it at your own risk, but do not forget to come back later to enjoy the final version.

All ART models Fresh article where Grossberg critisicizes back propagation and deep learning. And related interview that planned to be a dialogue, but ended up as a monologue.

Some (?) implementations on GitHub:

  • Fuzzy ART and Fuzzy ARTMAP - Python link
  • ART1, FuzzyART, ARTMAP - Java link
  • ART 1, ART 2A - C++ link
  • ART - C++ link

Another architectures with sparse representation

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