March 1, 2017

Electroencephalography (EEG) classification of cognitive tasks based on task engagement index

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Population

6 participants performing five mental tasks

Design

Other

Authors

Discussion

Feasible for EEG-based mental engagement classification in small samples; leaves open larger validation before clinical use.

Population

6 participants performing five mental tasks

Intervention

Artificial neural network (ANN) using EEG task engagement index (ratio of beta to (alpha + theta))

Outcome

Classification accuracy of mental engagementsurrogate

EEG task engagement index can be used as an input to an artificial neural network to accurately classify mental engagement during cognitive tasks.

Nuamah et al. (2017) studied this question.

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