Generalization over different cellular automata rules learned by a deep feed-forward neural network

1 code implementation • 27 Mar 2021 • Marcel Aach, Jens Henrik Goebbert, Jenia Jitsev

To test generalization ability of a class of deep neural networks, we randomly generate a large number of different rule sets for 2-D cellular automata (CA), based on John Conway's Game of Life.