Fig 1.
Overall workflow diagram of the automatic epilepsy detection system.
Table 1.
Experimental data overview table.
Fig 2.
Flow chart of epilepsy automatic recognition and detection system.
Fig 3.
Training optimization flow chart.
Table 2.
Performance indicators using CWT.
Table 3.
Performance indicators using STFT.
Fig 4.
Confusion matrix using CWT.
Fig 5.
Confusion matrix using STFT.
Table 4.
CWT subject-independent validation.
Table 5.
STFT subject-independent validation.
Fig 6.
Original normal signal.
Fig 7.
Original abnormal signal.
Fig 8.
STFT time-frequency comparison chart.
Fig 9.
CWT time-frequency comparison chart.
Table 6.
Performance comparison with state-of-the-art methods on CHB-MIT Dataset.