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EURASIP Journal on Advances in Signal Processing

Table 1 Parameter setting of the module encoder and forecaster

From: Electrocardiogram prediction based on variational mode decomposition and a convolutional gated recurrent unit

Module

Submodule

in_channel

out_channel

kernal_size

stride

padding

Encoder

Downscale

1

8

2

2

0

ConvGRU

8

64

3

1

1

Downscale

64

128

2

2

0

ConvGRU

128

128

3

1

1

Downscale

128

128

3

2

1

ConvGRU

128

128

3

1

1

Forecaster

ConvGRU

128

128

3

1

1

Upscale

128

128

3

2

1

ConvGRU

128

128

3

1

1

Upscale

128

64

2

2

0

ConvGRU

64

64

3

1

1

Upscale

64

8

2

2

0

Predict-conv1

8

8

3

1

1

Predict-conv2

8

1

1

1

0

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