Proceedings of the Korean Institute of Intelligent Systems Conference (한국지능시스템학회:학술대회논문집)

Korean Institute of Intelligent Systems (한국지능시스템학회)
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Relation between Multidimensional Liner Interpolation and Regularization Networks

  • Om, Kyong-Sik (Dept. of Biomedical Engineering, College of Engineering, Seoul National University) ;
  • Kim, Hee-Chan (Dept. of Biomedical Engineering, College of Medicine, Seoul National University) ;
  • Min, Byoun-Goo (Dept. of Biomedical Engineering, College of Medicine, Seoul National University)
  • Published : 1997.11.01
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Abstract

This paper examines the relation between multidimensional linear interpolation ( MDI ) and regularization networks, and shows that and MDI is a special form of regularization networks. For this purpose we propose a triangular basis function ( TBF ) network. Also we verified the condition when our proposed TBF becomes a well-known radial basis function ( RBF ).

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