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. Author manuscript; available in PMC: 2022 Jul 1.
Published in final edited form as: IEEE Trans Ultrason Ferroelectr Freq Control. 2021 Jun 29;68(7):2370–2385. doi: 10.1109/TUFFC.2021.3064303

TABLE V.

Optimal hyperparameters based on simulated anechoic cyst training CNR for CNR regularized DNN beamforming

Hyperparameter Value
Batch Size 5496
Number of Hidden Layers 6
Layer Width 638
Input Gaussian Noise False
Input Dropout Probability 0.3
Hidden Node Dropout Probability 0.2
Batch Norm True
Loss Function L2
Weight Decay 0