High-Efficiency Min-Entropy Estimation Based on Neural Network for Random Number Generators

Table 9

Entropy estimates for multivariate M-sequences.

Bit width	90B’s predictors				Our work
	MCW	Lag	MultiMMC	LZ78Y	FNN	RNN
2	1.9010	2.0000	0.0000	2.0000	0.0005	0.0000
3	2.9906	3.0000	0.0000	2.4940	0.0000	0.0000
4	3.4037	4.0000	0.0000	4.0000	0.0021	0.0000
5	4.9753	5.0000	0.0000	1.2269	0.0041	0.0000
6	5.3916	6.0000	0.0000	1.2905	0.0394	0.0000
7	5.3916	6.0000	0.0000	1.9881	0.0280	0.0000
8	7.0000	7.0000	0.0000	0.6611	0.8635	0.0000

The result with italic font is used to analyze the applicability for the LZ78Y sources.