Table 2
Central results of the simulation study: For each network we depict the lowest compression ratio (cr) for which the metric is higher than 95%. For the reconstruction the metric is SSIM, for classification it is accuracy (Acc). In the case of the longer gating interval, we calculated a weighted accuracy Aw by dividing the accuray of the compressed signal by the accuracy of the signal with no compression 
. For all networks, the feasible compression ratio is around 1%.
| Task | Gate (m) | cr (%) | Metric: value (%) |
|---|---|---|---|
| Reconstruction | 20 | 1.56 | SSIM: 97 |
| Classification | 1 | 0.5 | Acc: 96 |
| Classification | 15 | 1.56 | Acc: 98 |
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.