STS-ResNet

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

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

Computer Vision3 results

Gesture RecognitiononDVS128 Gesture
Accuracy (%)· 2020-03-27
96.7
best: 100 (TENNs-PLEIADES)
SOTA
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction arXiv:2003.12346
Image ClassificationonN-MNIST
Accuracy· 2020-03-27
99.6
SOTA
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction arXiv:2003.12346
Event data classificationonCIFAR10-DVS
Accuracy· 2020-03-27
69.2
best: 81.7 (tdBN + NDA (VGG11))
SOTA
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction arXiv:2003.12346