Skip to main content
. 2019 Oct 16;19(20):4484. doi: 10.3390/s19204484

Table 1.

Layer description of the convolutional neural networks (CNNs) which conform the first part our model.

Name Input Size Kernel Stride Output Size
conv2d1 64 × 64 × 6 3 × 3 1 64 × 64 × 24
pool1 64 × 64 × 24 - 2 32 × 32 × 24
conv2d2 32 × 32 × 24 3 × 3 1 32 × 32 × 48
pool2 32 × 32 × 48 - 2 16 × 16 × 48
conv2d3 16 × 16 × 48 3 × 3 1 16 × 16 × 96
pool3 16 × 16 × 96 - 2 8 × 8 × 96
conv2d4 8 × 8 × 96 3 × 3 1 8 × 8 × 96
pool4 8 × 8 × 96 - 2 4 × 4 × 96