Konu "Learning" için MF - Makale Koleksiyonu | Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering listeleme

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    • An adaptive locally connected neuron model: Focusing neuron 

      Tek, Faik Boray (Elsevier B.V., 2021-01-02)
      This paper presents a new artificial neuron model capable of learning its receptive field in the topological domain of inputs. The experiments include tests of focusing neuron networks of one or two hidden layers on synthetic ...

    • VC-dimension of univariate decision trees 

      Yıldız, Olcay Taner (IEEE-INST Electrical Electronics Engineers Inc, 2015-02-25)
      In this paper, we give and prove the lower bounds of the Vapnik-Chervonenkis (VC)-dimension of the univariate decision tree hypothesis class. The VC-dimension of the univariate decision tree depends on the VC-dimension ...