Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition

03/01/2010

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by   Dan Claudiu Ciresan, et al.

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Good old on-line back-propagation for plain multi-layer perceptrons yields a very low 0.35 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.