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. 2020 Oct 16;20(2):449–465. doi: 10.1007/s10237-020-01393-6

Table 2.

Architecture of deep learning model II

Type of neural network Convolutional neural network (CNN)
Number of hidden layers 8
Number of filters 128 (1st and 2nd convolutional layers)
256 (3d and 4th convolutional layers)
Kernel sizes (convolutional layers) 10 (all layers)
Number of pooling layers 2 (1 max pooling and 1 average pooling)
Number of fully connected layers 3
Number of cells in fully connected layers 16, 8, 4
Number of input sequences 1