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…