Confusion among students hinders learning and contributes to demotivation disinterest in the course materials. However, it takes a lot of time resources identify confused pupils extensive courses. Using LSTM Attention, we suggest deep model for monitoring students' confusion by EEG signals from when they watching MOOC videos. The obtained an accuracy 0.82 on data, exceeding previous experimenta...