ΔΦ CRITICAL REGIME ENGINE v2.0 Phase Transitions, Regime Competition, and Memory Formation Beyond Energy Minimization

Key Points

• The study aims to explore how memory formation occurs in systems through regime competition instead of traditional energy minimization.
• Developed a reproducible ΔΦ-based computational engine.
• Investigated phase transitions and oscillatory behavior in the system.
• Analyzed the coupling between energy and memory formation.
• Identified discrete phase transitions in the computational engine.
• Demonstrated oscillatory behavior indicating regime competition.
• Established weak coupling between energy and memory in the system.