Table 5.

Accuracy of different methods static datasets.

Dataset	Method	Full precision layer	Acc(%)
Fashion-MNIST	BSNN	-	92.38
	FLNBSNN	1,7	92.92
	ALBSNN	1,2	93.10
	ALBSNN + BWO	1,2	93.39
	FPSNN	all	93.48
CIFAR-10	BSNN	-	89.65
	FLNBSNN	1,6	91.01
	ALBSNN	1,6	91.64
	ALBSNN + BWO	1,6	92.12
	FPSNN	all	92.37
CIFAR-100	BSNN	-	59.98
	FLNBSNN	1,7	68.19
	ALBSNN	1,7	68.65
	ALBSNN + BWO	1,7	69.55
	FPSNN	all	70.00