Research Article

Interpatient ECG Arrhythmia Detection by Residual Attention CNN

Table 3

Each layer structure and input size of RA-UNET.

NameLayerKernel sizeOutput sizeChannels

EncoderMax Pool2d, stride 216
A-block16
R-block16
Max Pool2d, stride 216
A-block16
R-block16
Max Pool2d, stride 216
A-block16

DecoderUpsampleSize (14, 14)16
A-block16
UpsampleSize (28, 28)16
A-block16
UpsampleSize (56, 56)16
A-block16
R-block16

Output16