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. 2021 Jan 20;2021:8865582. doi: 10.1155/2021/8865582

Table 1.

Parameter settings for experiments.

Parameter Images
Brain A Brain B Brain C
Network hyperparameters Learning rate 0.01 0.01 0.01
L 6 6 6
n d [16, 32, 64, 64, 128, 128] [32, 32, 64, 128, 128, 128] [32, 32, 64, 128, 128, 128]
n u [16, 32, 64, 64, 128, 128] [32, 32, 64, 128, 128, 128] [32, 32, 64, 128, 128, 128]
n s [16,16,16,16,16,16] [16,16,16,16,16,16] [16,16,16,16,16,16]
k d [3,3,3,3,3,3] [3,3,3,3,3,3] [3,3,3,3,3,3]
k u [3,3,3,3,3,3] [3,3,3,3,3,3] [3,3,3,3,3,3]
k s [1,1,1,1,1,1] [1,1,1,1,1,1] [1,1,1,1,1,1]

Iteration number MaxIt 50 50 50
SubIt 100 100 100

Wavelet parameters Wavelet function Haar Haar Haar
Decomposition level 8 6 6

ρ 0.07 0.05 0.05

λ 0.0001 0.0001 0.0001