SNN with Dilated Convolution with Learnable Spacings

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio2 results

Audio ClassificationonSSC
Accuracy· 2023-06-30
80.69
best: 88.4 (Event-SSM)
SOTA
Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings arXiv:2306.17670
Audio ClassificationonSHD
Percentage correct· 2023-06-30
95.1
best: 95.9 (Event-SSM)
SOTA
Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings arXiv:2306.17670

Methodology2 results

ClassificationonSSC
Accuracy· 2023-06-30
80.69
best: 88.4 (Event-SSM)
SOTA
Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings arXiv:2306.17670
ClassificationonSHD
Percentage correct· 2023-06-30
95.1
best: 95.9 (Event-SSM)
SOTA
Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings arXiv:2306.17670