Hybrid coarse-grid NCA plus implicit decoder produces arbitrary-resolution real-time outputs for morphogenesis and texture synthesis on grids and meshes while preserving self-organization.
Computation in artificial spin ice,
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Cellular automata are recast as artificial neural networks by mapping update rules onto weights and activations to enable reservoir computing via deep learning libraries.
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Neural Cellular Automata: From Cells to Pixels
Hybrid coarse-grid NCA plus implicit decoder produces arbitrary-resolution real-time outputs for morphogenesis and texture synthesis on grids and meshes while preserving self-organization.
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A general representation of dynamical systems for reservoir computing
Cellular automata are recast as artificial neural networks by mapping update rules onto weights and activations to enable reservoir computing via deep learning libraries.