Browsing Theses and Dissertations by Author "Takhanov, Rustem"

Now showing items 1-2 of 2

Experimental study of Pac-Man conditions for learn-ability of discrete linear dynamical systems

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 ...
Explorations on chaotic behaviors of Recurrent Neural Networks

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 ...