Spiking Image Classification on NMNIST bT=1 (test)
98.5AccuracyExpectation
Evaluation Results
| Method | Links | |
|---|---|---|
| ExpectationNeuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 98.5 | |
| ExpectationNeuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 98.5 | |
| IntegralNeuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 98.5 | |
| IntegralNeuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 98.5 | |
| EulerNeuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 98.5 | |
| EulerNeuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 98.5 | |
| ExpectationNeuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 98.4 | |
| IntegralNeuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 98.4 | |
| EulerNeuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 98.4 | |
| ExpectationNeuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 98.3 | |
| IntegralNeuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 98.3 | |
| EulerNeuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 98.3 | |
| EulerNeuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 98.2 | |
| EulerNeuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 98.2 | |
| ExpectationNeuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 98.1 | |
| IntegralNeuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 98.1 | |
| EulerNeuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 97.7 | |
| NoneNeuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 97.2 | |
| Time-const.Neuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 97.2 | |
| ExpectationNeuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 96 | |
| IntegralNeuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 96 | |
| NoneNeuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 95.4 | |
| ExpectationNeuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 94.9 | |
| IntegralNeuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 94.9 | |
| EulerNeuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 94.6 | |
| NoneNeuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 93.3 | |
| Time-const.Neuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 89.4 | |
| NoneNeuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 86.3 | |
| NoneNeuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 83.9 | |
| ExpectationNeuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 76.9 | |
| IntegralNeuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 76.9 | |
| Time-const.Neuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.11 | 73.8 | |
| NoneNeuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 72.8 | |
| NoneNeuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 47.9 | |
| Time-const.Neuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 46 | |
| Time-const.Neuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.11 | 23.6 | |
| Time-const.Neuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 20.8 | |
| NoneNeuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 18.5 | |
| Time-const.Neuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.11 | 13.4 | |
| Time-const.Neuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.11 | 10.5 |