| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Neuromorphic Data Augmentation for Training Spiking Neural Networks | ✓ Link | 81.7 | tdBN + NDA (VGG11) | 2022-03-11 |
| A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks | ✓ Link | 78.50 | STL-SNN | 2022-06-10 |
| Online Training Through Time for Spiking Neural Networks | ✓ Link | 77.1 | OTTT | 2022-10-09 |
| Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks | 75.4 | Dspike (ResNet-18) | 2021-12-01 | |
| Ecsnet: Spatio-temporal feature learning for event camera | ✓ Link | 72.7 | ECSNet | 2022-08-29 |
| IM-Loss: Information Maximization Loss for Spiking Neural Networks | 72.60 | IM-Loss (ResNet-19) | 2022-10-31 | |
| Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction | ✓ Link | 69.2 | STS-ResNet | 2020-03-27 |