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. 2023 Jan 19;23(3):1137. doi: 10.3390/s23031137

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