Research Article

Synthetic Epileptic Brain Activities with TripleGAN

Table 2

The subject-independent comparison with the state-of-art methods for CHB-MIT dataset.

CriterionComparison methodTripleGAN
DLWH [38]GDL [39]EEGWaveNet [36]LRCN [40]DB16-DWT [41]

Accuracy95.0699.0096.38
Sensitivity95.0684.0096.15
Specificity95.0699.0096.76