Image Classification 벤치마크
Image Classification on N-Caltech 101
Accuracy
- 2021-09-29 — mMND (STDP): Accuracy 58.1
- 2021-09-29 — mMND (BPTT): Accuracy 71.2
| Rank | Model | Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | mMND (STDP) | 58.1 | Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods | 2021 | |
| 2 | S-TLLR | 66.05 | S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks | mapolinario94/s-tllr | 2023 |
| 3 | mMND (BPTT) | 71.2 | Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods | 2021 |