A recurrent circuit of differentiable logic gates learns local update rules for cellular automata, reproducing Game of Life and generating target patterns.
CAM-8: A Computer Architecture Based on Cellular Automata
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abstract
Conventional computers are ill suited to run CA models, and so discourage their development. By creating a hardware platform that makes a broad range of new CA algorithms practical for real applications, we hope to whet the appetite of researchers for the astronomical computing power that can be harnessed in microphysics in a CA format.
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Differentiable Logic Cellular Automata: From Game of Life to Pattern Generation
A recurrent circuit of differentiable logic gates learns local update rules for cellular automata, reproducing Game of Life and generating target patterns.