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. 2024 Oct 16;24(20):6656. doi: 10.3390/s24206656

Table 5.

MLP and CNN model architecture.

MLP CNN
Input layer
Fully Connected Layer 1 Convolution Layer 1
Dropout Layer 1 Batch Normalization Layer 1
Fully Connected Layer 2 Max-pooling Layer 1
Dropout Layer 2 Convolution Layer 2
Fully Connected Layer 3 Batch Normalization Layer 2
Dropout Layer 3 Max-pooling Layer 2
- Dropout Layer
- Fully Connected Layer
Output layer