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Accuracy for AGD trained SNN of VGG3 topology (refer to last row) for different latency T = 5, 10, 25 on CIFAR10 data.
| Model | T = 5 | T = 10 | T = 25 |
|---|---|---|---|
| VGG3 (StochMax) |
50.4 | 65.24 | 70.2 |
| VGG3 (SoftMax) |
49.1 | 64.44 | 67.1 |
| VGG3 (Topology) |
Input–Conv1(3,64,3x3/1)–Pool(2x2/2) –Conv2(64,64,3x3/1)–Pool(2x2/2)– FC1(4096,512)–FC2(512,10) |
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