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. 2020 Jul 3;20(13):3721. doi: 10.3390/s20133721

Table 1.

CNN configuration.

Name Type Activations Learnables
Input Image input 25 × 25 × 1 -
Conv_1 Convolution 23 × 23 × 8 Weights 3 × 3 × 1 × 8 and Bias 1 × 1 × 8
Relu1 Rectified linear unit 23 × 23 × 8 -
2 × 2-MP Max pooling 11 × 11 × 8 -
Conv_2 Convolution 9 × 9 × 8 Weights 3 × 3 × 8 × 8 and Bias 1 × 1 × 8
Relu2 Rectified linear unit 9 × 9 × 8 -
FC Fully connected 1 × 1 × 4 Weights 4 × 648 and Bias 4 × 1
SM Softmax 1 × 1 × 4 -
Class Classification output - -