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network chip and automatic learning

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Handwritten digit recognition: Applications of neural network chips and automatic learning

LeCun, Y. | Jackel, L. | Boser, B. | Denker, J.

ClassicsFeb-1-1989

The ability of learning networks to generalize can be greatly enhanced by providing constraints from the task domain. This paper demonstrates how such constraints can be integrated into a backpropagation network through the architecture of the network. This approach has been successfully applied to the recognition of handwritten zip code digits provided by the U.S. Postal Service. A single network learns the entire recognition operation, going from the normalized image of the character to the final classification.

artificial intelligence, machine learning, network chip and automatic learning, (4 more...)

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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.86)

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