Table 1 Summary of the employed EEG databases.

Patient	No. seizures	Recording duration	Avg. seizure length (s)	Training duration (h)
chb01	7	1d 17 h 33 min	63.14	34.63
chb02	3	1d 11 h 16 min	57.33	17.63
chb03	7	1d 14 h 2 min	57.43	31.69
chb04	4	6d 7 h 6 min	94.50	75.55
chb05	5	2d 15 h 12 min	111.60	47.40
chb06	10	2d 18 h 45 min	153.60	55.63
chb07	3	2d 19 h 5 min	108.30	33.54
chb08	5	1d 2 h 19 min	183.80	19.74
chb09	4	2d 19 h 52 min	69.00	33.93
chb10	7	2d 2 h 2 min	63.86	41.69
chb11	3	1d 9 h 45 min	268.70	16.88
chb12	40	21 h 41 min	36.63	19.27
chb13	12	11 h 0 min	44.00	9.43
chb14	8	1d 2 h 0 min	211.12	21.67
chb15	20	1d 15 h 1 min	99.60	36.02
chb16	10	17 h 1 min	8.62	13.61
chb17	3	20 h 1 min	97.67	10.01
chb18	6	1d 10 h 43 min	52.83	27.77
chb19	3	1d 4 h 53 min	78.67	14.44
chb20	8	1d 3 h 40 min	36.75	22.13
chb21	4	1d 8 h 23 min	49.75	21.58
chb22	3	1d 8 h 0 min	64.00	16.00
chb23	7	1d 2 h 36 min	60.57	13.3
Total	182	42d 1 h 59 min	–	633.55

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