STL-SNN

Reported on 3 benchmarks across 3 tasks · 1 paper · 1 SOTA

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

Computer Vision2 results

Gesture RecognitiononDVS128 Gesture
Accuracy (%)· 2022-06-10
97.22
best: 100 (TENNs-PLEIADES)
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks arXiv:2206.06129
Event data classificationonCIFAR10-DVS
Accuracy· 2022-06-10
78.5
best: 81.7 (tdBN + NDA (VGG11))
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks arXiv:2206.06129

Audio1 result

Sound Event Localization and DetectiononRWCP Sound Scene Database
accuracy· 2022-06-10
98.4
SOTA
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks arXiv:2206.06129