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Convergence and training progress for selected input pictures. One iteration corresponds to one mini-batch. The scattering matrix element with the largest imaginary part indicates the class. In most cases, the training rapidly converges towards the correct classification results. Digits with a similar appearance, however, are frequently mistaken for the other, such as the digits 4 and 9, and only converge relatively late during training.

DOI