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A technical discussion of Creativity Machines

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A technical discussion of Creativity Machines
Topic: High Tech Developments 12:10 am EST, Jan 30, 2004

] When the internal architecture of a trained
] artificial neural network is gradually relaxed or
] destroyed, that network tends to spontaneously
] produce a succession of "impressions" from it's
] learned knowledge domain. I refer to this state
] as "dreaming." A dreaming net's output stream
] often holds a mixture of both straightforward and
] hybridized exemplars from its training set. If we
] allow a second neural network to watch for any
] useful concepts that emerge from the first, we
] form a so-called "Creativity Machine." Creativity
] machines may perform remarkable feats of
] invention and discovery, ranging from the composition of
] music to the prediction of totally new ultrahard
] materials.

Hardcore irony.. I made my previous post when I was trying to read this and was unable to concentrate.

A technical discussion of Creativity Machines



 
 
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