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Browsing Theses and Dissertations by Author "Assylbekov, Zhenisbek"

Browsing Theses and Dissertations by Author "Assylbekov, Zhenisbek"

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  • Convergence Rate of Fourier Neural Networks 
    Zhumekenov, Abylay (Nazarbayev University School of Science and Technology, 2019-04-26)
    The paper investigates a convergence rate for 2-layer feedforward Fourier Neural Network (FNN). Such networks are motivated by the approximation properties of wellknown Fourier series. Several implementations of FNNs ...
  • Explorations on chaotic behaviors of Recurrent Neural Networks 
    Myrzakhmetov, Bagdat (Nazarbayev University School of Science and Technology, 2019-04-29)
    In this thesis work we analyzed the dynamics of the Recurrent Neural Network architectures. We explored the chaotic nature of state-of-the-art Recurrent Neural Networks: Vanilla Recurrent Network, Recurrent Highway ...