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Parameters of the custom designed network architecture which we refer to as 2C2F-1. Also see Table III for other details and comparison to other electronic neural networks used in this work.
| Network architecture | ||||||||
|---|---|---|---|---|---|---|---|---|
| Layer Type | Conv layer 1 | Conv layer 2 | FC layer 1 | FC layer 2 | ||||
| Activation | ReLU | ReLU | ReLU | Softmax | ||||
| Detector configuration |
kernel | Feature map |
Stride | kernel | Feature map |
Stride | Number of neurons |
Number of neurons |
| 10×10 | 6×6 | 1 | 1 | 3×3 | 1 | 1 | 30 | 10 |
| 25×25 | 2 | 2 | ||||||
| 50×50 | 2 | 2 | ||||||
