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Table 5 Model comparison

From: Time-ResNeXt for epilepsy recognition based on EEG signals in wireless networks

Reference Method Accuracy (%)
Sharma et al. [27] Empirical mode decomposition (EMD) 87
Sharma et al. [28] Discrete wavelet transform (DWT) 84
Das et al. [29] EMD-DWT 89.04
Bhattacharyya et al. [30] EME-DWT + SVM (50 pairs) 90.0
Our method Small ResNext on EEG 91.5