Propofol Anesthesia Depth Monitoring Based on Self-Attention and Residual Structure Convolutional Neural Network

Table 3

Parameter settings of each layer of CNN.

Layer	Layer type	Nuclear model	Stride	Number of zero-padded turns	Output feature map size	Number of output feature maps
1	Convolutional layer 1		1	1		16
2	Pooling layer 1		2	—		16
3	Convolutional layer 1		1	1		32
4	Pooling layer 1		2	—		32
5	Convolutional layer 1		1	1		64
6	Pooling layer 1		2	—		64
11	Output layer	—	—	—	—	1