… tasks for BCI control and to improve their discrimination … no-control state of seven able-bodied
adults, and the results … Although DL methods can automatically extract features and …

… Given that MA and BL evoked larger and smaller APFC activation, we discriminated MA-related
activations from BL-related ones that were normally weaker in both EO and EC states. As …

… single-trial accuracy for mental arithmetic and mental singing … the discrimination accuracy
of activation patterns, two mental … automatic feature extractor and classifier that automatically …

… prefrontal activity due to mental arithmetic and mental singing from the no-control state,” …
, “Automatic single-trial discrimination of mental arithmetic, mental singing and no-control …

… Chau, “Classification of prefrontal activity due to mental arithmetic and music imagery using
… “Automatic single-trial discrimination of mental arithmetic, mental singing and the no-control …

… In this study, we attempted to discriminate between three types of hemodynamic changes …
‘‘Automatic single-trial discrimination of mental arithmetic, mental singing and the no-control …

… Timing sequence of a single trial. A random task was assigned to the participant in the …
of mental tasks (eg, word association, mental singing, three-dimensional object rotation, …

… capable of detecting mental states automatically by employing … , for the mental state prediction
of every single trial, weights of … hemodynamic changes during mental arithmetic, breath…

… BCI should be able to decode speech in a single trial [8]. In [20]… modes were successfully
discriminated using fNIRS data. In … to classify between mental singing, mental arithmetic and …

… the accuracy of single-trial classification task of mental arithmetic vs. mental singing, as …
no-control state of seven able-bodied adults, and the results indicated an overall accuracy …