What Does Adaptive Resonance Theory (ART) Mean?
Adaptive resonance theory (ART) is a particular philosophy driving unsupervised artificial neural network models. It uses a specific architecture, often useful in some types of neural networks, to try to build the capacity for new learning while keeping in place fundamental existing models.
Techopedia Explains Adaptive Resonance Theory (ART)
Many attribute much of the design of ART networks to Stephen Grossberg and Gail Carpenter and their work in the 1980s. Another influence is Kohonen’s self-organizing networks.
