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ART: Implementations of ART-1 and ART-2 Neural Networks


   art1/      ART-1: Simulation of ART-1 Neural Networks
   art2/      ART-2: Simulation of ART-2 Neural Networks
   next/      Implementation of ART-2 Neural Networks for 
This directory contains several implementations of ART1 and ART2 Neural Networks. Adaptive Resonance Theory (ART) networks, as proposed by Carpenter and Grossberg, form clusters and are trained without supervision.
References: G. A. Carpenter and S. Grossberg, "A massively parallel architecture for a self-organizing neural pattern recognition machine", Computer Vision, Graphics and Image Processing, Academic Press, Inc., 1987. G. Carpenter and S. Grossberg ``ART 2: self-organization of stable category recognition codes for analog input patterns'', Applied Optics 26(23):4919-4930, 1987. CD-ROM: Prime Time Freeware for AI, Issue 1-1 Keywords: ART-1, ART-2, Adaptive Resonance Theory, Carpenter, Classification, Clustering, Grossberg, Machine Learning!Neural Networks, Neural Networks!Simulators
Last Web update on Mon Feb 13 10:25:07 1995