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Table 8 Performance comparison of different methods

From: Automatic seizure detection using three-dimensional CNN based on multi-channel EEG

Method Mean accuracy Running time
ApEn+DWT + SVM [43] 91.25% 85.1 s
2D CNN 89.91% 3.8 s
3D CNN 92.37% 8.6 s
  1. SVM Support vector machines, ApEn Approximate entropy, DWT Discrete wavelets transform. The bold number denotes the largest number in that column