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Paper detail

Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition

Good old on-line back-propagation for plain multi-layer perceptrons yields a very low 0.35% error rate on the famous MNIST handwritten digits benchmark. All we need to achieve this best result so far are many hidden layers, many neurons per layer, numerous deformed training images, and graphics cards to greatly speed up learning.

preprint2010arXivOpen access
Dan Claudiu CiresanUeli MeierLuca Maria GambardellaJuergen Schmidhuber
Neural and Evolutionary ComputingArtificial Intelligence
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Dan Claudiu CiresanUeli MeierLuca Maria GambardellaJuergen Schmidhuber

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