Table 2 Network structure
From: ECG signal classification based on deep CNN and BiLSTM
Input layer | ||
|---|---|---|
Conv1D-32+ Relu | X2 | X4 |
Batch Normalization | ||
Dropout | ||
Conv1D-64+ Relu | X2 | X4 |
Batch normalization | ||
Dropout | ||
Conv1D-128+ Relu | X2 | X4 |
Batch Normalization | ||
Dropout | ||
BiLSTM-64 BiLSTM-128 Dense(128)+Relu Dense(64)+Relu Dense(32)+Relu Dense(4)+Relu | X1 | |
Output Layer | ||