Table 12.

Efficiency ($\text{Eff}(arch,convergence)$) of BCNN and LeNet architectures on the MNIST and CIFAR datasets

	MNIST	CIFAR	MNIST/CIFAR
LeNet	$12.86\times {10}^{-6}$	$7.06\times {10}^{-6}$	1.82
BCNN	$2.88\times {10}^{-6}$	$1.36\times {10}^{-6}$	2.11
LeNet/BCNN	4.46	5.18