논문KCI 등재
Optimization of a neural network of self-organizing maps type with time-limits by a generalized net
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참고문헌
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Abstract
The neural networks Self-Organizing Maps have got a multitude of applications. The introduced generalized net gives a possibility for optimization of the neural network allowing determination of its optimum architecture based on time limits for its learning.
참고문헌 (12)
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- Schwaighofer, Kai Yu Volker Tresp Anton, "Learning Gaussian Processes from Multiple Tasks", the 22 nd International Conference on Machine Learning, Bonn, Germany (2005)
- Kohonen, T., "Self-Organizing Maps, First edition was 1995, second edition 1997" (1995), Berlin: Springer-Verlag
- Krawczak, M, "Generalized Net Models of Multilayer Neural Network", Control and Cybernetics (2003)
- Krawczak, M, "Multilayer Neural systems and Generalized Net Models" (2003), Akademecka Oficyna Wydawnicza EXIT, Warszawa
- Latkowski, R, "Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values", Lecture Notes in Computer Science, 3100, pp.299~320 (2004)
- Son, Nguyen Hung, "Decomposition of Task Specification Problems(In: Foundation of Intelligent Systems, LNAI 1609)", 11th International Symposium, ISMIS-99, Warsaw, Poland, pp.310~318 (1999), Springer
- Sotirov, S, "Modeling the work of self organizing neural network with generalized nets(Issue on Intuitionistic Fuzzy Sets and Generalized nets)" (2003), Warsaw
관련 논문AI추천
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