2 papers
cond-mat.dis-nn2025
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…
math.DS2024
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…