Computational engine uncovers memory formation through regime competition, suggesting new models for field-driven systems.
This paper presents a reproducible ΔΦ-based computational engine demonstrating that memory formation arises from regime competition rather than energy minimization. The system reveals discrete phase transitions, oscillatory behavior, and weak energy-memory coupling. The findings establish a new model of field-driven systems where structure is maintained through switching rather than equilibrium.
No takes yet. Share an insight, caveat, or question.
Thomas S. Mitchell (2026) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: