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Unlike deep CNNs, our compact DN model offers a direct interpretation of the nature of normalization. By inspecting the learned normalization pool of our model, we gained insights into a long-standing question about the tuning properties of DN that update the current textbook description we found that within the receptive field oriented features were normalized preferentially by features with similar orientation rather than non-specifically as currently assumed. To investigate the excess of deaths by specific causes, in the first half of 2020 in the city of