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Browsing School of Science and Technology (2015-2019) by Author "Takhanov, Rustem"
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Damiyev, Zhaksybek
(Nazarbayev University School of Science and Technology, 2019-05-01)
In this work, we are going to reconstruct parameters of a discrete dynamical system
with a hidden layer, given by a quadruple of matrices (𝐴,𝐵,𝐶,𝐷), from system’s past behaviour. First, we reproduced experimentally ...
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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 ...