Table 16.

Accuracy and Energy Efficiency EE for AGD trained SNN topologies (refer Table 17) with hybrid ReLU/LIF neurons of latency T = 10 and corresponding ANN on Imagenet data.

Model	ANN T = 1	SNN T = 10	EE = $\frac{E_{ANN}(1\times )}{E_{SNN}}$
	(Accuracy%)
VGG13	Top-1 69.9 Top-5 89.9	Top-1 67.6 Top-5 88.23	1.31x