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. 2020 May 8;7:27. doi: 10.1186/s40662-020-00192-5

Table 1.

Cross validation performance for the macaque data (N = 58 from 22 subjects)

Architecture 5-Fold CV R2 Number of trainable parameters
Autoencoder 0.733 1,330,498
U-Net (deepNerve) 0.859 487,730
U-Net with Residual Branches 0.731 516,578
ACCMetrics 0.718 N/A

CV= cross validation

R2: coefficient of determination