[comp.ai.neural-nets] ART? What is ART?

paul@torch.UUCP (Paul Andrews) (02/14/89)

I guess the title says it all.

- Paul.

neighorn@qiclab.UUCP (Steve Neighorn) (02/26/89)

In article <230@torch.UUCP> paul@torch.UUCP (Paul Andrews) writes:
>I guess the title says it all.

In a nutshell, ART stands for "adaptive resonance theory", and is a system
that can create and organize categories for patterns it is exposed to. It
attempts to mimic the human ability of self-organization, where recognition
surfaces from environmental interaction. ART can dynamically modify the
coding it uses for recognition of steady states in patterns and the
suppression of potentially disruptive patterns.

The paper you should probably wade through if you really want to learn
about ART is entitled _A Massively Parallel Architecture for a Self-
Organizing Neural Pattern Recognition Machine_ by Gail Carpenter and
Stephen Grossberg. My copy is dated February 1986.

Hecht-Nielsen Neurocomputer has a product called AR/NET that implements
the Grossberg/Carpenter ART #1 and #2. You might try contacting them for
more information.
-- 
Steven C. Neighorn           !tektronix!{psu-cs,nosun,ogccse}!qiclab!neighorn
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