] 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. A technical discussion of Creativity Machines |