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. 2021 Jan 5;14:564015. doi: 10.3389/fncom.2020.564015

Table 2.

A summary table of the proposed CNN model for this work.

Layers Type Output Kernel size Stride
Layer 1 Convolution 360*16 1*13 1
Layer 2 Average-Pooling 179*16 1*3 2
Layer 3 Convolution 179*32 1*15 1
Layer 4 Average-Pooling 89*32 1*3 2
Layer 5 Convolution 89*64 1*17 1
Layer 6 Average-Pooling 44*64 1*3 2
Layer 7 Convolution 44*128 1*19 1
Layer 8 Average-Pooling 21*128 1*3 2
Layer 9 Dropout 21*128 - -
Layer 10 Fully-connected 1*35 - -
Layer 11 Fully-connected 1*5 - -
Layer 12 SoftMax 1*5 - -