Open Access
表1
卷积神经网络各层参数
| 层数 | 激活类型 | 窗口大小 | 窗口数量 | 步长 | 边缘填充 | 输出 |
| C1 | 修正线性 | 3×3×1 | 6 | 1 | 边缘补0 | (28×8)×6 |
| C2 | 修正线性 | 3×3×6 | 6 | 1 | 边缘补0 | (28×28)×6 |
| P1 | 最大池化 | 2×2×6 | 1 | 2 | 无 | (14×14)×6 |
| C3 | 修正线性 | 3×3×6 | 12 | 1 | 边缘补0 | (5×5)×12 |
| FC1 | 修正线性 | / | 10 | / | / | 10×1 |
| FC2 | 逻辑回归 | / | 4 | / | / | 4×1 |
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