Classification on NMNIST bS=1, bT=10 1.0 (test)
96.5AccuracyTime-const.
Evaluation results
| Method | Links | |
|---|---|---|
| Time-const.Neuron Model=adLIF2024.11 | 96.5 | |
| Expectation adaptation methodNeuron Model=RadLIF2024.11 | 89.9 | |
| Integral approximation adaptation methodNeuron Model=RadLIF2024.11 | 89.9 | |
| Expectation adaptation methodNeuron Model=adLIF2024.11 | 83.7 | |
| Integral approximation adaptation methodNeuron Model=adLIF2024.11 | 83.7 | |
| Euler adaptation methodNeuron Model=RadLIF2024.11 | 80.4 | |
| Time-const.Neuron Model=RadLIF2024.11 | 77.3 | |
| NoneNeuron Model=RadLIF2024.11 | 74.2 | |
| Euler adaptation methodNeuron Model=adLIF2024.11 | 73.5 | |
| NoneNeuron Model=adLIF2024.11 | 60.1 |