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20172026
most citedMacroscopic and Microscopic Spectral Properties of Multilayer Brain Networks during Local and Global Synchronization

71 citations · 109 across the 3 of their papers we have counts for

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cs.LG2026

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…