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Browsing Articles by Author "e9e490ac-3beb-4e9f-972d-6995053a5c97"

Browsing Articles by Author "e9e490ac-3beb-4e9f-972d-6995053a5c97"

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  • Zhumekenov, Abylay; Takhanov, Rustem; Castro, Alejandro J.; Assylbekov, Zhenisbek (Nazarbayev University School of Sciences and Humanities, 2021-03-23)
    The paper investigates approximation error of two-layer feedforward Fourier Neural Networks (FNNs). Such networks are motivated by the approximation properties of Fourier series. Several implementations of FNNs were ...
  • Zhumekenov, Abylay; Takhanov, Rustem; Castro, Alejandro J.; Assylbekov, Zhenisbek (John Wiley and Sons Inc, 2021-03-23)
    The paper investigates approximation error of two-layer feedforward Fourier Neural Networks (FNNs). Such networks are motivated by the approximation properties of Fourier series. Several implementations of FNNs were proposed ...
  • Castro, Alejandro J.; Israelsson, Anders; Staubach, Wolfgang (Birkhauser, 2021-06-05)
    We prove the global Lp-boundedness of Fourier integral operators that model the parametrices for hyperbolic partial differential equations, with amplitudes in classical Hörmander classes Sρ,δm(Rn) for parameters 0 ≤ ρ≤ 1 ...

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