Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Details of the structures of the each layer in the deep learning network
| 1st layer | 2nd layer | 3rd layer | 4th layer | 5th layer | 6th layer | 7th layer | 8th layer | |
|---|---|---|---|---|---|---|---|---|
| Layer type | Convolution | Max-pooling | Convolution | Max-pooling | Convolution | Max-pooling | Hidden | Logistic regression |
| Number of feature maps | 20 | N/A | 10 | N/A | 5 | N/A | N/A | N/A |
| Filter size | 9×9 | N/A | 5×5 | N/A | 5×5 | N/A | N/A | N/A |
| Input size | 64×64 | 20×56×56 | 20×28×28 | 10×24×24 | 10×12×12 | 5×8×8 | 5×4×4 | 50 |
| Output size | 20×56×56 | 20×28×28 | 10×24×24 | 10×12×12 | 5×8×8 | 5×4×4 | 50 | 2 |
