Open Access
表 2
MSDCNN-LSTM模型参数
| 参数 | 值 | 参数 | 值 | |
| m | 14 | L2正则化 | 0.01 | |
| FD001到FD004的Nw | 30/20/30/15 | λ | 1 | |
| F1/F2/F3 | 7/12/17 | 边缘填充 | same | |
| Fn | 35 | 优化器 | Adam | |
| LSTM神经元数目 | 64 | 学习率 | 0.001 | |
| MSDCNN的激活函数 | tanh | 批次 | 512 | |
| LSTM的激活函数 | relu | 无进度轮次 | 10 | |
| LSTM层数 | 1 | MSCNN层数 | 3 |
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