Table 2.

Accuracy and Total # parameters for ANN and corresponding converted SNN topologies (refer Table 3) for different latency T on CIFAR10 data.

Model	ANN (T = 1)	SNN (T = 250)	SNN (T = 2500)	#Parameters
	(Accuracy %)
VGG7	88.74	85.88	88.56	1.2M (1x)
VGG2x4	86.14	81.99	86.23	1.09M (1.1x)
VGG3x2-v1	87.34	83.31	87.15	1.13M (1.06x)