sparse distributed representations

One of the most interesting challenges in AI is the problem of knowledge representation. Representing everyday facts and relationships in a form that computers can work with has proven to be difficult with traditional computer science methods. The basic problem is that our knowledge of the world is not divided into discrete facts with well-defined relationships. Almost everything we know has exceptions, and the relationships between concepts are too numerous and ill-defined to map onto traditional computer data structures.

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