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. 2022 Dec 28;11:116–125. doi: 10.1109/JTEHM.2022.3232791

TABLE 1. Model Structure.

Layer Size Strides Output Shape
Input (480,1) (480,1)
Conv1D (4,21,1) 1 (4,480,1)
MaxPooling (4,2,1) 2 (4,240,1)
Conv1D (16,23,1) 1 (16,240,1)
MaxPooling (16,2,1) 2 (16,120,1)
Conv1D (32,25,1) 1 (32,120,1)
AveragePooling (32,2,1) 2 (32,60,1)
Conv1D (64,27,1) 1 (64,60,1)
Flatten (3840,1) (3840,1)
Dense (128,1) (5,1)
Output (5,1) (5,1)