Learning Statistically Neutral Tasks without Expert Guidance

Weijters, Ton, Bosch, Antal van den, Postma, Eric O.

Neural Information Processing Systems 

He intended to build a model mimicking the behavior of the autistic savant without the need either to develop arithmetical skills or to encode explicit knowledge about regularities in the structure of dates. A standard multilayer network trained with backpropagation [6] was not able to solve the date-calculation task. Although the network was able to learn the examples used for training, it did not manage to generalize to novel date-day combinations.

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