Recognition of Electromagnetic Signals Based on the Spiking Convolutional Neural Network

Table 3

Comparison of the composition of different networks.

Model	Layers	Model size (MB)
SNN1 [16]	1	0.376
CNN3 [8]	3	0.0094
LeNet5 [26]	5	0.239
Improved AlexNet8 [27]	8	99.4
VGG16 [28]	16	512
ResNet18 [29]	18	42.7
The proposed SCNN	8	4.58