From: DeepCryoPicker: fully automated deep neural network for single protein particle picking in cryo-EM
Layer | Type | Filters | Size |
---|---|---|---|
I1 | Input layer | – | 227 × 227 × 3 |
P2 | Pre-processing | – | 227 × 227 × 3 |
C3 | Convolution | 96 | 11 × 11 |
M4 | Max-pooling | – | 3 × 3 |
C5 | Convolution | 256 | 5 × 5 |
M6 | Max-pooling | – | 3 × 3 |
C7 | Convolution | 384 | 3 × 3 |
C8 | Convolution | 384 | 3 × 3 |
C9 | Convolution | 256 | 3 × 3 |
M10 | Max-pooling | – | 3 × 3 |
F11 | Fully connected | – | 1 × 4096 |
F12 | Fully connected | – | 1 × 4096 |
O13 | Output | – | 1 × 1 |