Neural Cellular Automaton
PulseAugur coverage of Neural Cellular Automaton — every cluster mentioning Neural Cellular Automaton across labs, papers, and developer communities, ranked by signal.
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Neural Cellular Automata Study Explores Communication Heterogeneity
A new research paper explores how communication heterogeneity impacts collective consensus in Neural Cellular Automata. The study introduces 'languages' as sub-populations with tunable 'linguistic distance,' finding tha…
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TextNCA: Neural Cellular Automata for Language Modeling Explored
Researchers have developed TextNCA, a language model based on Neural Cellular Automata that utilizes hierarchical local attention. While not outperforming a similarly sized Transformer model on the WikiText-103 benchmar…
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AI Research: Jointly Learning Self-Organization and Pre-patterns
Researchers have developed a novel system that jointly learns self-organization rules and pre-patterns, inspired by biological development. This approach, using a Neural Cellular Automaton (NCA) paired with a learned pa…
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New model learns self-organization and pre-patterns for robust development
Researchers have developed a novel model that jointly learns self-organization rules and pre-patterns, inspired by biological development. This approach, using a Neural Cellular Automaton paired with a SIREN pattern gen…