On the match tracking anomaly of the ARTMAP neural network

Neural Networks

Volumn 9, Issue 2, 1996, Pages 295-308

  Bartfai, Guszti ^a  

^a VICTORIA UNIVERSITY OF WELLINGTON   (New Zealand)

Author keywords

adaptive resonance theory; ARTMAP; hierarchical clustering; machine learning; match tracking; self organization; supervised learning; zoo database

Indexed keywords

ASSOCIATIVE STORAGE; DATABASE SYSTEMS; HIERARCHICAL SYSTEMS; LEARNING SYSTEMS; SELF ORGANIZING STORAGE;

ADAPTIVE RESONANCE THEORY; HIERARCHICAL CLUSTERING; MATCH TRACKING; SUPERVISED LEARNING; ZOO DATABASE;

NEURAL NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; LEARNING; PRIORITY JOURNAL;

EID: 0030111116     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/0893-6080(95)00082-8     Document Type: Article

References (9)

1. Bartfai, G. (1994). Hierarchical clustering with ART neural networks. In Proceedings of the IEEE International Conference on Neural Networks, (Vol. 2, pp. 940-944). IEEE Press.
2. Carpenter, G., & Grossberg, S. (1987a). A massively parallel architecture for a self-organizing neural pattern recognition machine. Computer Vision, Graphics, and Image Processing, 37, 54-115.
3. Carpenter, G., & Grossberg, S. (1987b). ART2: self-organizing of stable category recognition codes for analog input patterns. Applied Optics, 26(23), 4919-1930.
4. Carpenter, G., Grossberg, S., & Reynolds, J. (1991a). ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Networks, 4, 565-588.
5. Carpenter, G., Grossberg, S., & Rosen, D (1991b). Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system. Neural Networks, 4, 759-771.
6. Carpenter, G., Grossberg, S., Markuzon, N., Reynolds, J., & Rosen, D. (1992). Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Transactions on Neural Networks, 3(5), 698-713.
7. Miyata, Y. (1991). PlaNet, a Tool for Constructing, Running, and Looking into a PDP Network.
8. Murphy, P. M., & Aha, D. W. (1992). UCI repository of machine learning databases [Machine-readable data repository]. Technical report, Department of Information and Computer Science, University of California, Irvine, CA.
9. Tan, A.-H. (1992). Adaptive resonance associative map: a hierarchical ART system for fast stable associative learning. In Proceedings of IJCNN (Vol. 1, pp. 860-865).