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ResearchFormerly WizWand

Spiking Image Classification on NMNIST bT=1 (test)

98.5AccuracyExpectation
6.9830.7454.578.26Nov 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ExpectationNeuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1198.5
ExpectationNeuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1198.5
IntegralNeuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1198.5
IntegralNeuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1198.5
EulerNeuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1198.5
EulerNeuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1198.5
ExpectationNeuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1198.4
IntegralNeuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1198.4
EulerNeuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1198.4
ExpectationNeuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1198.3
IntegralNeuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1198.3
EulerNeuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1198.3
EulerNeuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1198.2
EulerNeuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1198.2
ExpectationNeuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1198.1
IntegralNeuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1198.1
EulerNeuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1197.7
NoneNeuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1197.2
Time-const.Neuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1197.2
ExpectationNeuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1196
IntegralNeuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1196
NoneNeuron Model=adLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1195.4
ExpectationNeuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1194.9
IntegralNeuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1194.9
EulerNeuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1194.6
NoneNeuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1193.3
Time-const.Neuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1189.4
NoneNeuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1186.3
NoneNeuron Model=adLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1183.9
ExpectationNeuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1176.9
IntegralNeuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1176.9
Time-const.Neuron Model=RadLIF, Source Resolution (bS)=2, Target Resolution (bT)=12024.1173.8
NoneNeuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1172.8
NoneNeuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1147.9
Time-const.Neuron Model=adLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1146
Time-const.Neuron Model=RadLIF, Source Resolution (bS)=3, Target Resolution (bT)=12024.1123.6
Time-const.Neuron Model=adLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1120.8
NoneNeuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1118.5
Time-const.Neuron Model=RadLIF, Source Resolution (bS)=4, Target Resolution (bT)=12024.1113.4
Time-const.Neuron Model=RadLIF, Source Resolution (bS)=10, Target Resolution (bT)=12024.1110.5