Classification based on sparse representations of attributes derived from empirical mode decomposition in a multiclass problem of motor imagery in EEG signals - de Menezes, José Antonio Alves; Gomes, Juliana Carneiro; de Carvalho Hazin, Vitor; Dantas, Júlio César Sousa; Rodrigues, Marcelo Cairrão Araújo; dos Santos, Wellington Pinheiro (Health and technology, 2023)
Keywords: Accuracy; Biological and Medical Physics; Biomedical Engineering and Bioengineering; Biomedicine; Biophysics; Classification; Computational Biology/Bioinformatics; Context; Data augmentation; Datasets; Electroencephalography; Engineering; Frequencies; Image classification; Medicine/Public Health; Methods; Multilayer perceptrons; Original Paper; Particle swarm optimization; Prostheses; R & D/Technology Policy; Representations; Empirical Mode Decomposition; Sparse representation; Motor imagery; Brain-computer interfaces; Sparse Representation Classification