. Author manuscript; available in PMC: 2023 May 1.

Published in final edited form as: IEEE Trans Biomed Eng. 2022 Apr 21;69(5):1696–1706. doi: 10.1109/TBME.2021.3127173

TABLE II.

The default hyperparameters.

Hyperparamter	Value
Network architecture (channels)	[1024, 512, 512, 1]
Activation function	[ReLu, ReLu, ReLu, Sigmoid]
Similarity Function	Gaussian
Maximum Epochs	5000
Learning Rate	1e-5
Optimizer	ADAM
λ₁ ( $R_{L_{2}}$ parameter)	1e-4
λ₂ (R_Lap parameter)	0.005
Learning rate exponential decay	0.9/1000 epochs