Evolutionary Implications of Self-Assembling Cybernetic Materials with Collective Problem-Solving Intelligence at Multiple Scales

B Hartl, S Risi, M Levin - Entropy, 2024 - mdpi.com
In recent years, the scientific community has increasingly recognized the complex multiscale
competency architecture (MCA) of biology, comprising nested layers of active homeostatic …

Minimum equivalence in random boolean networks, elementary cellular automata, and beyond

TE Glover, R Jahren, OH Ramstad… - Artificial Life Conference …, 2023 - direct.mit.edu
Random Boolean networks (RBN) and Cellular Automata (CA) operate in a very similar way.
They update their state with simple deterministic functions called Boolean function or …

[PDF][PDF] Evolutionary Implications of Multi-Scale Intelligence

B Hartl, S Risi, M Levin - Austrian-Slovenian HPC Meeting 2024–ASHPC24 - files.osf.io
In recent years, the scientific community has increasingly recognized the complex multi-
scale competency architecture (MCA) of biology, comprising nested layers of active …

[PDF][PDF] Critical Neural Cellular Automata

Criticality is a behavioral state in dynamical systems that is known to present the highest
computation capabilities, ie, information transmission, storage, and processing (Langton …