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Browsing School of Sciences and Humanities by Subject "neural networks"

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Browsing School of Sciences and Humanities by Subject "neural networks"

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  • APPROXIMATION ERROR OF FOURIER NEURAL NETWORKS 
    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 ...
  • MaLeFiSenta: Machine Learning for FilamentS Identification and Orientation in the ISM 
    Alina, Dana; Shomanov, Adai; Baimukhametova, Sarah (IEEE Access, 2022-07-22)
    Filament identification became a pivotal step in tackling fundamental problems in various fields of Astronomy. Nevertheless, existing filament identification algorithms are critically user-dependent and require individual ...
  • Stability analysis for periodic solutions of fuzzy shunting inhibitory CNNs with delays 
    Kashkynbayev, Ardak; Cao, Jinde; Damiyev, Zhaksybek (SpringerOpen, 2019)
    We consider fuzzy shunting inhibitory cellular neural networks (FSICNNs) with time-varying coefficients and constant delays. By virtue of continuation theorem of coincidence degree theory and Cauchy–Schwartz inequality, ...