Classification on Yin-Yang (test)
99.28AccuracyEventax
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EventaxNeuron=QIF, Loss=Integral, Hidden neurons=502026.03 | 99.28 | 1.72 | 0 | 48.83 | — | |
| EventaxNeuron=QIF, Loss=Exp-Integral, Hidden neurons=502026.03 | 99.2 | 1.53 | 0 | 47.24 | — | |
| EventaxNeuron=QIF, Loss=TTFS, Hidden neurons=502026.03 | 98.62 | 1 | 1.2 | 45.36 | 27.27 | |
| EventaxNeuron=EIF, Loss=Max, Hidden neurons=502026.03 | 98.24 | 4.16 | 1 | 87.4 | — | |
| EventaxNeuron=Izhikevich, Loss=Exp-Integral, Hidden neurons=502026.03 | 98.22 | 1.68 | 3.4 | 34.57 | — | |
| EventaxNeuron=Izhikevich, Loss=Integral, Hidden neurons=502026.03 | 98.2 | 1.53 | 3.6 | 34.36 | — | |
| EventaxNeuron=EIF, Loss=Integral, Hidden neurons=502026.03 | 97.9 | 3.77 | 2.5 | 84.37 | — | |
| EventaxNeuron=EIF, Loss=Exp-Integral, Hidden neurons=502026.03 | 97.54 | 4.01 | 1 | 91.03 | — | |
| EventaxNeuron=EIF, Loss=TTFS, Hidden neurons=502026.03 | 97.2 | 2.53 | 1.4 | 59.05 | 22 | |
| EventaxNeuron=LIF, Loss=Exp-Integral, Hidden neurons=502026.03 | 97.08 | 3.88 | 9 | 63.36 | — | |
| EventaxNeuron=Izhikevich, Loss=Max, Hidden neurons=502026.03 | 97.08 | 1.75 | 4 | 36.34 | — | |
| EventaxNeuron=Izhikevich, Loss=TTFS (AMOS), Hidden neurons=502026.03 | 96.98 | 1 | 0 | 47.18 | 16.77 | |
| EventaxNeuron=LIF, Loss=Integral, Hidden neurons=502026.03 | 96.68 | 3.45 | 14.4 | 56.87 | — | |
| EventaxNeuron=Multi-Comp, Loss=Exp-Integral, Hidden neurons=22026.03 | 96.5 | 57.07 | 0 | 96.19 | — | |
| EventaxNeuron=Multi-Comp, Loss=Integral, Hidden neurons=22026.03 | 96.16 | 54.57 | 0 | 91.05 | — | |
| EventaxNeuron=LIF, Loss=Max, Hidden neurons=502026.03 | 94.5 | 3.94 | 9 | 67.34 | — | |
| EventaxNeuron=Multi-Comp, Loss=Max, Hidden neurons=22026.03 | 93.65 | 223.41 | 0 | 518.1 | — | |
| EventaxNeuron=LIF, Loss=TTFS (AMOS), Hidden neurons=502026.03 | 91.3 | 1 | 2.75 | 33.42 | 15.82 | |
| EventaxNeuron=Multi-Comp, Loss=TTFS, Hidden neurons=22026.03 | 88 | 1 | 0 | 1 | 12.1 | |
| EventaxNeuron=QIF, Loss=Max, Hidden neurons=502026.03 | 85.82 | 1.38 | 0 | 43.26 | — |