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  • In the terminology of the neural networks the F-transform uses so called off-line learning. However, for certain applications an on-line learning algorithm has to be implemented. We study the F-transform from the neural network point of view and we introduce an on-line algorithm tuning the fuzzy partition used in the F-transform method.
  • In the terminology of the neural networks the F-transform uses so called off-line learning. However, for certain applications an on-line learning algorithm has to be implemented. We study the F-transform from the neural network point of view and we introduce an on-line algorithm tuning the fuzzy partition used in the F-transform method. (en)
  • Dle terminologie neuronových sítí používa F-transformace tzv. dávkové učení. Nicméně pro jisté aplikace musí být použito učení inkrementální. Zabýváme se F-transformací z pohledu neuronových sítí a navrhujeme inkrementální algoritmus. (cs)
Title
  • A neural network approach to the fuzzy transform
  • A neural network approach to the fuzzy transform (en)
  • Neurální přístup k fuzzy transformaci (cs)
skos:prefLabel
  • A neural network approach to the fuzzy transform
  • A neural network approach to the fuzzy transform (en)
  • Neurální přístup k fuzzy transformaci (cs)
skos:notation
  • RIV/61988987:17610/06:00000048!RIV07-MSM-17610___
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  • P(1M0572), Z(MSM6198898701)
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  • 463615
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  • RIV/61988987:17610/06:00000048
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  • Fuzzy set, F-transform, Neural network, RBF, Gradient de- scent method. (en)
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  • [02D22EC3FB09]
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  • Liptovský Ján
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  • FSTA 2006
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  • Štěpnička, Martin
  • Polakovič, Ondřej
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  • Přednáška
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  • 17610
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