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CNN-MNIST: the topology of the CNN for handwritten digit classification.
| Layers | Parameters | Dimensions |
|---|---|---|
| Input | — | (1,28,28) |
| Convolution | (8,3,3) | (8,28,28) |
| Activation (sigmoid) | — | — |
| Average pooling | (2,2) | (8,14,14) |
| Convolution | (16,3,3) | (16,14,14) |
| Activation (sigmoid) | — | — |
| Average pooling | (2,2) | (16,7,7) |
| Flatten | — | (784) |
| Fully connected | 100 | (100) |
| Activation (sigmoid) | — | — |
| Fully connected | 10 | (10) |
| Activation (softmax) | — | — |
