Hierarchical self-organizing map model for sequence recognition

Neural Processing Letters

Volumn 9, Issue 3, 1999, Pages 209-220

  Carpinteiro, Otávio Augusto S ^a  

^a FEDERAL UNIVERSITY OF ITAJUBÁ   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

MATHEMATICAL MODELS; PATTERN RECOGNITION; VECTORS;

HIERARCHICAL SELF-ORGANIZING MAPS;

NEURAL NETWORKS;

EID: 0032649276     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1018685614768     Document Type: Article

References (8)

1. T. Kohonen, Self-Organization and Associative Memory, third edition, Springer-Verlag: Berlin, 1989.
2. J. Kangas, On the analysis of pattern sequences by self-organizing maps, PhD Thesis, Laboratory of Computer and Information Science, Helsinki University of Technology, Rakentajanaukio 2 C, SF-02150, Finland, 1994.
3. J.L. Elman, "Finding structure in time", Cognitive Science, Vol. 14, pp. 179-211, 1990.
4. G.J. Chappell and J.G. Taylor, "The temporal Kohonen map", Neural Networks, Vol. 6, pp. 441-445, 1993.
5. D.L. James and R. Miikkulainen, SARDNET: a self-organizing feature map for sequences, in G. Tesauro, D.S. Touretzky, and T.K. Leen (Eds), Proceedings of the Advances in Neural Information Processing Systems, Volume 7, Morgan Kaufmann, 1995.
6. O.A.S. Carpinteiro, "A hierarchical self-organizing map model for pattern recognition", in L. Caloba and J. Barreto (Eds), Proceedings of the Brazilian Congress on Artificial Neural Networks 97 (CBRN 97), pp. 484-488, UFSC, SC, Brazil, 1997.
7. J.R. Anderson, Cognitive Psychology and Its Implications, third edition, W.H. Freeman, New York, 1990.
8. Z. Lo and B. Bavarian, "Improved rate of convergence in Kohonen neural network", in Proceedings of the International Joint Conference on Neural Networks, Volume 2, pp. 201-206, July 8-12, 1991.