Table 7 Network parameters of the Bi-LSTM
Layer | Size | Description |
|---|---|---|
Input | 125 | Input signal length |
Bi-LSTM | 50 | First Bi-LSTM layer |
Dropout | 50 | Random dropout to avoid overfitting |
Bi-LSTM | 50 | Second Bi-LSTM layer |
FC | 2 | Map the features |
Softmax | 2 | Softmax function |
Output | 2 | Output the classification results |