41 citations · 69 across the 5 of their papers we have counts for
5 papers
Nonequilibrium Thermodynamics of Associative Memory Continuous-Time Recurrent Neural Networks
Miguel Aguilera, Daniele De Martino, Ivan Garashchuk +1
Continuous-Time Recurrent Neural Networks (CTRNNs) have been widely used for their capacity to model complex temporal behaviour. However, their internal dynamics often remain diffi…
Scenarios for the appearance of strange attractors in a model of three interacting microbubble contrast agents
Ivan Garashchuk, Alexey Kazakov, Dmitry Sinelshchikov
We study nonlinear dynamics in a model of three interacting encapsulated gas bubbles in a liquid. The model is a system of three coupled nonlinear oscillators with an external peri…
Bubbling transition as a mechanism of destruction of synchronous oscillations of identical microbubble contrast agents
Ivan Garashchuk, Dmitry Sinelshchikov
We study the process of destruction of synchronous oscillations in a model of two interacting microbubble contrast agents exposed to an external ultrasound field. Completely synchr…
Synchronous oscillations and symmetry breaking in a model of two interacting ultrasound contrast agents
Ivan R. Garashchuk, Alexey O. Kazakov, Dmitry I. Sinelshchikov
We study nonlinear dynamics in a system of two coupled oscillators, describing the motion of two interacting microbubble contrast agents. In the case of identical bubbles, the corr…
Hyperchaos and Multistability in Nonlinear Dynamics of Two Interacting Microbubble Contrast Agents
Ivan R. Garashchuk, Dmitry I. Sinelshchikov, Alexey O. Kazakov +1
We study nonlinear dynamics of two coupled contrast agents that are micro-meter size gas bubbles encapsulated into a viscoelastic shell. Such bubbles are used for enhancing ultraso…