Mixture of Neural Cellular Automata (MNCA) adds a learned categorical rule selector and intrinsic Gaussian noise to NCA, improving perturbation robustness and yielding interpretable rule segmentation.
Cellular automata as convolutional neural networks
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Mixtures of Neural Cellular Automata: A Stochastic Framework for Growth Modelling and Self-Organization
Mixture of Neural Cellular Automata (MNCA) adds a learned categorical rule selector and intrinsic Gaussian noise to NCA, improving perturbation robustness and yielding interpretable rule segmentation.