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Error rate learning curves during the training and validation epochs. The solid line represents the average error rate of 10 models (for 10-fold validation), and the shaded region represents standard deviation of the models at each epoch. (A,B) show the learning curves of the gCNN and pulse-coupled neural network (pCNN). The gCNN was trained earlier and had superior performance over the pCNN.
