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Comparison of the DNCs learned with the additional regularization terms in the loss function against the DNC created using original loss and PCC FNC. As expected, regularization pushes the diagonal closer to 1. Also the difference between values of diagonal and non-diagonal elements is higher in tanh based DNC B.14 b as compared to sigmoid based DNC B.14 c. Similarly to Fig. 4 these matrices are averaged across multiple tries.
