Representation Learning for EEG-Based Biometrics Using Hilbert–Huang Transform - Svetlakov, Mikhail; Kovalev, Ilya; Konev, Anton; Kostyuchenko, Evgeny; Mitsel, Artur (Computers (Basel), 2022)
Keywords: Accuracy; Artificial intelligence; Biometrics; Classification; Computer architecture; Datasets; Discriminant analysis; EEG; Electrodes; Electroencephalography; Facial recognition technology; Hilbert–Huang transform; Learning; Machine learning; multi-similarity loss; Neural networks; Parkinson's disease; Recording sessions; representation learning; Signal processing; Spectrograms; subject-independent; Time series