网络结构 | 名称 | 卷积核尺寸 | 最大池化层 |
Conv1 + Pool1 + Conv2 + Pool2 + Conv3 + Pool3 + Fc1 + DP + Fc2 | Conv3D-a | (2 × 7 × 7)-(2 × 5 × 5)-(2 × 3 × 3) | (2 × 2 × 2)-(3 × 3 × 3)-(1 × 3 × 3) |
Conv3D-b | (2 × 9 × 9)-(2 × 7 × 7)-(2 × 3 × 3) | (2 × 2 × 2)-(2 × 3 × 3)-(1 × 3 × 3) | |
Conv3D-c | (3 × 3 × 3)-(2 × 3 × 3)-(2 × 3 × 3) | (2 × 2 × 2)-(2 × 3 × 3)-(1 × 3 × 3) | |
Conv3D-d | (2 × 5 × 5)-(2 × 5 × 5)-(2 × 5 × 5) | (2 × 2 × 2)-(2 × 2 × 2)-(2 × 3 × 3) |