Ontology highlight
ABSTRACT:
SUBMITTER: Collazos-Huertas DF
PROVIDER: S-EPMC7471227 | biostudies-literature | 2020 Sep
REPOSITORIES: biostudies-literature
Collazos-Huertas D F DF Álvarez-Meza A M AM Acosta-Medina C D CD Castaño-Duque G A GA Castellanos-Dominguez G G
Brain informatics 20200903 1
Interpretation of brain activity responses using motor imagery (MI) paradigms is vital for medical diagnosis and monitoring. Assessed by machine learning techniques, identification of imagined actions is hindered by substantial intra- and inter-subject variability. Here, we develop an architecture of Convolutional Neural Networks (CNN) with an enhanced interpretation of the spatial brain neural patterns that mainly contribute to the classification of MI tasks. Two methods of 2D-feature extractio ...[more]