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computational_irreducibility [2018/09/20 13:41]
computational_irreducibility [2018/09/20 13:41] (current)
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 https://​arxiv.org/​abs/​1809.02942v1 Cellular automata as convolutional neural networks https://​arxiv.org/​abs/​1809.02942v1 Cellular automata as convolutional neural networks
 + We find that CA with simpler rule tables produce trained networks with hierarchical structure and layer specialization,​ while more complex CA tend to produce shallower representations---illustrating how the underlying complexity of the CA's rules influences the specificity of these internal representations.