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

Table 8

Entropy estimates for periodic sequences.

Bit width	90B’s predictors				Our work
	MCW	Lag	MultiMMC	LZ78Y	FNN	RNN
2	1.6458	0.0000	0.0000	1.1817	0.0079	0.0000
3	2.3318	0.0000	0.0000	1.5957	0.1315	0.0000
4	2.9147	0.0000	0.0000	1.8016	0.4748	0.0000
5	3.3269	0.0000	0.0000	1.4586	0.8898	0.0000
6	3.9092	0.0000	0.0000	0.8322	3.4944	0.0000
7	4.4908	0.0000	0.0000	0.3973	3.4960	0.0000
8	4.4919	0.0000	0.0000	0.2027	3.5408	0.0000

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