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cs.NE2026
Transient State Reorganization and Cell Differentiation in the Developmental Dynamics of Growing Neural Cellular Automata
Hiroki Sato, Atsushi Masumori, Takashi Ikegami
Growing Neural Cellular Automata (GNCA) develop complex morphologies from a single seed cell through shared local rules, yet the internal dynamics of this process remain poorly und…
cs.NE2026
Structured Fluctuations and the Information Dynamics of Self-Maintenance in Growing Neural Cellular Automata
Atsushi Masumori, Hiroki Sato, Takashi Ikegami
Growing Neural Cellular Automata (GNCA) are capable of robust self-maintenance and self-repair, yet the internal dynamical mechanisms that support these capabilities remain poorly…