The code implements the Distributed ARTMAP model, but with the appropriate RunModeType setting, it also implements the Fuzzy ARTMAP, default ARTMAP and instance-counting ARTMAP models. More specifically, it unifies the algorithms published in:
Default ARTMAP | Carpenter, G.A. (2003). Default ARTMAP. Proceedings of the International Joint Conference on Neural Networks (IJCNN'03), Portland, Oregon. |
Distributed ARTMAP | Carpenter, G.A., Milenova, B., & Noeske, B. (1998). dARTMAP: A neural network for fast distributed supervised learning. Neural Networks, 11, 793-813 |
ARTMAP Notation
Training | Testing | Instance Counting | |
Fuzzy | wta | wta | |
Default | wta | distributed | |
IC | wta | distributed | |
Distributed | distributed | distributed |