Discriminative Canonical Pattern Matching for Single-Trial Classification of ERP Components
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Biomedical Engineering"
DOI: 10.1109/tbme.2019.2958641
Abstract: Event-related potentials (ERPs) are one of the most popular control signals for brain–computer interfaces (BCIs). However, they are very weak and sensitive to the experimental settings including paradigms, stimulation parameters and even surrounding environments, resulting… read more here.
Keywords: pattern matching; single trial; trial classification; discriminative canonical ... See more keywords
Multi-user motion recognition using sEMG via discriminative canonical correlation analysis and adaptive dimensionality reduction
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2022.997134
Abstract: The inability of new users to adapt quickly to the surface electromyography (sEMG) interface has greatly hindered the development of sEMG in the field of rehabilitation. This is due mainly to the large differences in… read more here.
Keywords: recognition; multi user; motion; discriminative canonical ... See more keywords