Percorrer por autor "Castro, Maria Antonio"
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- Review of solutions for the application of example of machine learning methods for Motor Imagery in correlation with Brain-Computer InterfacesPublication . Paszkiel, Szczepan; Rojek, Ryszard; Lei, Ningrong; Castro, Maria AntonioPresently, numerous public databases presenting the collected EEG signals, including the ones in the scope of Motor Imagery (MI), are available. Simultaneously, machine-learning methods, which enable effective and fast discovering of information, also in the sets of biomedical data, are constantly being developed. In this paper, a set of 30 of some of the latest scientific publications from the years 2016-2021 has been analyzed. The analysis covered, among others: public data repositories in the form of EEG signals as input data; numbers and types of the analyzed tasks in the scope of MI in the above-mentioned databases; and Deep Learning (DL) architectures.