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Table 2
Layout of the DCMDN architecture for the experiments with the quasar and the mixed catalog.
| # | Type | Size | # Maps | Activation |
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| 1 | input | 15 × 16 × 16 | / | / |
| 2 | convolutional | 3 × 3 | 256 | tanh |
| 3 | pooling | 2 × 2 | 256 | tanh |
| 4 | convolutional | 2 × 2 | 512 | tanh |
| 5 | pooling | 2 × 2 | 512 | tanh |
| 6 | convolutional | 2 × 2 | 1024 | ReLu |
| 7 | MDN | 500 | / | tanh |
| 8 | MDN | 100 | / | tanh |
| 9 | output | 15 | / | Eq. (2) |
Notes. Stacks of 15 input images of the size 16 × 16 square-pixels are used.
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