Table 5.
Parameters of the CNN classifier.
| Layer | Layer Type | Output Shape | Number of Parameters |
|---|---|---|---|
| 1. | Convolution (5 filters, 7 × 1 kernel, ReLU) | (44, 6, 5) | 5 × (7 + 1) |
| 2. | Max pooling | (22, 6, 5) | 0 |
| 3. | Flatten | (660) | 0 |
| 4. | Dense (softmax) | (4) | 4 × (660 + 1) |
| Total parameters | 2684 | ||