Geometric Entropy and Retrieval Phase Transitions in Continuous Thermal Dense Associative Memory

Tatiana Petrova, Evgeny Polyachenko, Radu State

We study the thermodynamic memory capacity of modern Hopfield networks (Dense Associative Memory models) with continuous states under geometric constraints, extending classical ana…