DSpace Repository

Browsing School of Sciences and Humanities by Author "624620dc-4d34-4375-8148-495cf3de78c9"

Система будет остановлена для регулярного обслуживания. Пожалуйста, сохраните рабочие данные и выйдите из системы.

Browsing School of Sciences and Humanities by Author "624620dc-4d34-4375-8148-495cf3de78c9"

Sort by: Order: Results:

  • 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, ...