71 citations · 109 across the 3 of their papers we have counts for
3 papers
How Long short-term memory artificial neural network, synthetic data, and fine-tuning improve the classification of raw EEG data
Albert Nasybullin, Vladimir Maksimenko, Semen Kurkin
In this paper, we discuss a Machine Learning pipeline for the classification of EEG data. We propose a combination of synthetic data generation, long short-term memory artificial n…
Chimera-like behavior in a heterogeneous Kuramoto model: the interplay between the attractive and repulsive coupling
Nikita Frolov, Vladimir Maksimenko, Soumen Majhi +3
Interaction within an ensemble of coupled nonlinear oscillators induces a variety of collective behaviors. One of the most fascinating is a chimera state which manifests the coexis…
Macroscopic and Microscopic Spectral Properties of Multilayer Brain Networks during Local and Global Synchronization
Vladimir A. Maksimenko, Annika Lüttjohann, Vladimir V. Makarov +6
We introduce a practical and computationally not demanding technique for inferring interactions at various microscopic levels between the units of a network from the measurements a…