Pavel Kuptsov

Researchers from HSE University in Nizhny Novgorod have shown that a neural network can reconstruct the dynamics of a brain neuron model using just a single set of measurements, such as recordings of its electrical activity. The developed neural network was trained to reconstruct the system's full dynamics and predict its behaviour under changing conditions. This method enables the investigation of complex biological processes, even when not all necessary measurements are available. The study has been published in Chaos, Solitons & Fractals.

About ongoing research

At the end of May 2021, researchers of the TMD laboratory N.V. Stankevich and the international DSPlaboratory Kazakov A.O. organized a mini-symposium within the framework of the internationalconference SIAM Conference on Applications of Dynamical Systems (DS21), held in a virtual format.