Table 1.

Architecture of the proposed CNN.

Layer	Operation	Output	Parameters #
	Input (C ×256)	C ×256 ×1	–
1	15 × Conv2D (C ×25)	1 ×232 ×15	1,515
	Batch Normalization	1 ×232 ×15	60
2	MaxPool2D (1 ×4)	1 ×58 ×15	0
	Dropout (0.2)	1 ×58 ×15	0
3	15 × Conv2D (1 ×11)	1 ×48 ×15	2,490
	Batch Normalization	1 ×48 ×15	60
4	MaxPool2D (1 ×4)	1 ×12 ×15	0
	Dropout (0.2)	1 ×12 ×15	0
5	10 × Conv2D (1 ×5)	1 ×8 ×10	760
	Batch Normalization	1 ×8 ×10	40
	Dropout (0.2)	1 ×8 ×10	0
6	Dense (8)	8	648
7	Dense (4)	4	36
8	Sigmoid	1	5

C, Number of channels.