Advances, Systems and Applications
Table 2 Comparison of error and time according to different sigmoid piecewise-linear functions
From: A novel privacy-preserving speech recognition framework using bidirectional LSTM
The number of piecewises | 3 | 5 | 7 | 8 | 9 | 10 |
|---|---|---|---|---|---|---|
The error of forward fropagation | \(\phantom {\dot {i}\!}3.43\times 10^{{~}_{-2}}\) | \(\phantom {\dot {i}\!}5.74\times 10^{{~}_{-8}}\) | \(\phantom {\dot {i}\!}7.95\times 10^{{~}_{-12}}\) | \(\phantom {\dot {i}\!}2.36\times 10^{{~}_{-14}}\) | \(\phantom {\dot {i}\!}2.11\times 10^{{~}_{-14}}\) | \(\phantom {\dot {i}\!}1.94\times 10^{{~}_{-14}}\) |
Time(ms) | 52.936 | 65.167 | 82.728 | 97.539 | 113.185 | 125.479 |