Learning Generalized Representations of EEG between Multiple Cognitive Attention Tasks

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2021)

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Abstract
Attention can be measured by different types of cognitive tasks, such as Stroop, Eriksen Flanker, and Psychomotor Vigilance Task (PVT). Despite the differing content of the three cognitive tasks, they all require the use of visual attention. To learn the generalized representations from the electroencephalogram (EEG) of different cognitive attention tasks, extensive intra and inter-task attention ...
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Key words
Support vector machines,Deep learning,Visualization,Electroencephalography,Biology,Task analysis
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