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cs.LG2026
Shape irregularity of Life-Like Network Automaton rules as an indicator of classification performance
Lucas C. S. Oliveira, Michiel Rollier, Jan Baetens +1
Complex Network (CN) classification requires high-level structural characterizations that are both scale-invariant and computationally efficient. Methods based on Life-Like Network…
nlin.CG2026
Exact Lyapunov spectra of affine cellular automata and the parity rule on networks
Michiel Rollier, Jan M. Baetens
The Lyapunov exponent quantifies the sensitivity of a dynamical system to perturbations, and the full Lyapunov spectrum extends this to every orthogonal direction in tangent space.…