2026
Geometric Entropy and Retrieval Phase Transitions in Continuous Thermal Dense Associative Memory
ICML 2026poster
We study the thermodynamic memory capacity of modern Hopfield networks (Dense Associative Memory models) with continuous states under geometric constraints, extending classical analyses of pairwise associative memory. We derive thermodynamic phase boundaries for Dense Associative Memory networks wit…