Research and Verification of Convolutional Neural Network Lightweight in BCI

Table 6

Comparison of different network structures.

Structure	Parameter quantity (M)	Amount of computation
SqueezeNet	1.24	0.70
AlexNet	61.18	0.73
ResNet	11.69	3.49
ShuffleNet	1.32	0.32
Vgg-16	138	72
NVMNet	3.21	0.3