Advances, Systems and Applications
Table 3 Comparison of error and time according to different tanh piecewise-linear functions
From: A novel privacy-preserving speech recognition framework using bidirectional LSTM
The number of piecewises | 3 | 5 | 7 | 9 | 11 | 12 |
|---|---|---|---|---|---|---|
The error of forward fropagation | \(\phantom {\dot {i}\!}1.14\times 10^{{~}_{-2}}\) | \(\phantom {\dot {i}\!}5.47\times 10^{{~}_{-8}}\) | \(\phantom {\dot {i}\!}8.51\times 10^{{~}_{-12}}\) | \(\phantom {\dot {i}\!}2.37\times 10^{{~}_{-14}}\) | \(\phantom {\dot {i}\!}2.26\times 10^{{~}_{-14}}\) | \(\phantom {\dot {i}\!}2.16\times 10^{{~}_{-14}}\) |
Time(ms) | 43.573 | 54.947 | 67.695 | 82.421 | 97.647 | 112.193 |