Convolutional Neural Network for Seizure Detection of Nocturnal Frontal Lobe Epilepsy

Table 9

Steps of the cross-patient seizure detection process for patient #6.

	Training SZ	Validation SZ	Test SZ	# Epochs	CPU time (s)
Step 0	—	—	1	0	0
Step 1	1	1	2	2	17
Step 2	1	2	3	1	12
Step 3	1, 2	3	4	1	622
Step 4	1, 2, 3	4	5	0	817
Step 5	1, 2, 3, 4	5	6	3	1206
Step 6	1, 2, 3, 4, 5	6	7	1	32
Step 7	1, 2, 3, 4, 5, 6	7	8	5	415