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Pavel V. Kuptsov

National Research University – Higher School of Economics (HSE University)

https://www.hse.ru/eng

Moscow

Russia

  • National Research University – Higher School of Economics (HSE University)

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Reconstruction of Neuromorphic Dynamics from a Single Scalar Time Series Using Variational Autoencoder and Neural Network Map

Number of pages: 14 Posted: 19 Sep 2024
Pavel V. Kuptsov and Nataliya V. Stankevich
National Research University – Higher School of Economics (HSE University) and HSE University - Laboratory of Topological Methods in Dynamics
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Abstract:

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Artificial neural network, Dynamical System, Dynamical modeling, Hodgkin-Huxley-type model, Reconstruction dynamics