Classification on NMNIST (bS=1, bT=4) 1.0 (test)
97.7AccuracyTime-const.
Evaluation Results
| Method | Links | |
|---|---|---|
| Time-const.Neuron Model=adLIF2024.11 | 97.7 | |
| Expectation adaptation methodNeuron Model=adLIF2024.11 | 95.3 | |
| Integral approximation adaptation methodNeuron Model=adLIF2024.11 | 95.3 | |
| NoneNeuron Model=RadLIF2024.11 | 94.8 | |
| Expectation adaptation methodNeuron Model=RadLIF2024.11 | 94.3 | |
| Integral approximation adaptation methodNeuron Model=RadLIF2024.11 | 94.3 | |
| NoneNeuron Model=adLIF2024.11 | 88.3 | |
| Euler adaptation methodNeuron Model=adLIF2024.11 | 87.6 | |
| Euler adaptation methodNeuron Model=RadLIF2024.11 | 78.8 | |
| Time-const.Neuron Model=RadLIF2024.11 | 70.6 |