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)