ASL Fingerspelling Recognition on SL-MNIST
97.7AccuracySNN VGGNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SNN VGGNetSensor=rate-based encoded RGB, Network=SNN VGGNet, Hardware=Intel Loihi2026.05 | 97.7 | 8.03 | 71.89 | |
| SNN MLPSensor=rate-based encoded RGB, Network=SNN MLP, Hardware=Intel Loihi2026.05 | 90.69 | 12.64 | 61.37 | |
| sRSensor=RGBtoDVS, Network=SNN, Hardware=SpiNNaker [19]2026.05 | 71.7 | 3 | 0.711 |