MCFN: A Multichannel Fusion Network for Sleep Apnea Syndrome Detection

Table 1

Parameters in multilevel feature fusion block.

Layer	Size	Stride	#Filter	Activation	Dropout
Conv1	(1, 3)	3	32	ReLU ( )	0.2
Conv2	(1, 2)	2	32	ReLU ( )	0.2
Pooling	(1, 2)	2	32	—	—
Conv3	(1, 3)	3	32	ReLU ( )	0.2
Conv4	(1,2)	2	32	ReLU ( )	0.2
Pooling	(1, 2)	2	32	—	—
Concat	—	—	192	—	—