Research Article

A Deep Learning Approach to Detect Microsleep Using Various Forms of EEG Signal

Table 4

DNN vs. traditional approaches.

 PhiROCPR

SVM0.040.510.62
KNN0.110.340.50
LSTM0.180.480.52
DNN0.240.640.68