Cargando…

Multibranch convolutional neural network with contrastive representation learning for decoding same limb motor imagery tasks

INTRODUCTION: Emerging deep learning approaches to decode motor imagery (MI) tasks have significantly boosted the performance of brain-computer interfaces. Although recent studies have produced satisfactory results in decoding MI tasks of different body parts, the classification of such tasks within...

Descripción completa

Detalles Bibliográficos
Autores principales: Phunruangsakao, Chatrin, Achanccaray, David, Izumi, Shin-Ichi, Hayashibe, Mitsuhiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9792600/
https://www.ncbi.nlm.nih.gov/pubmed/36583011
http://dx.doi.org/10.3389/fnhum.2022.1032724