Research Article
High-Efficiency Min-Entropy Estimation Based on Neural Network for Random Number Generators
Table 3
Estimated results for M-sequence (
).
| | Stage | 8 | 10 | 12 | 14 | 16 | 18 | 20 |
| | MultiMCW | 0.991 | 0.996 | 0.988 | 0.989 | 0.993 | 0.999 | 1.000 | | Lag | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | | MultiMMC | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | | LZ78Y | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.997 |
| | FNN | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | | RNN | 0.000 | 1.048 | 1.007 | 1.002 | 0.996 | 0.9920 | 0.9997 |
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