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Browsing by Author "624620dc-4d34-4375-8148-495cf3de78c9"

Browsing by Author "624620dc-4d34-4375-8148-495cf3de78c9"

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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 ...
  • Context Vectors Are Reflections of Word Vectors in Half the Dimensions 
    Assylbekov, Zhenisbek; Takhanov, Rustem (AI ACCESS FOUNDATION, 2019-09)
    This paper takes a step towards theoretical analysis of the relationship between word embeddings and context embeddings in models such as word2vec. We start from basic probabilistic assumptions on the nature of word vectors, ...
  • EVALUATION OF NON-AUTOCLAVED AERATED CONCRETE FOR ENERGY BEHAVIORS OF A RESIDENTIAL HOUSE IN NUR-SULTAN, KAZAKHSTAN 
    Shon, Chang-Seon; Mukangali, Inzhu; Zhang, Dichuan; Ulykbanov, Anuar; Kim, Jong (Nazarbayev University School of Engineering and Digital Sciences, 2021-12-21)
    Autoclaved aerated concrete (AAC) is commonly used as a modern, energy-efficient construction material in Nur-Sultan, Kazakhstan—the second-coldest national capital in the world after Ulaanbaatar, Mongolia. The autoclave ...