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Performance of a single layer feedforward neural network for raw events, histograms and HoG.
| Metric | Max accuracy (%) | Mean accuracy (%) | Trainable parameters | FLOPS |
|---|---|---|---|---|
| Synthetic frames (100,100) | 97.5 | 96.8 ± 0.7 | 30,003 | 60,001 |
| Histogram (100) | 90 | 88.6 ± 1.4 | 303 | 601 |
| HoG (66,66) | 98 | 97.5 ± 0.5 | 13,071 | 26,137 |
