A stochastic exponential modern Hopfield network trained on MNIST shows a critical noise region, around p from 0.23 to 0.3, where retrieval overlap drops and the overlap dynamics become strongly persistent, with critical noise decreasing as pattern load increases.
Forrest, Journal of Physics A21, 245 – 255 (1988)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
physics.app-ph 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Criticality of a Stochastic Dense Associative Memory Model with Exponential Interaction Function
A stochastic exponential modern Hopfield network trained on MNIST shows a critical noise region, around p from 0.23 to 0.3, where retrieval overlap drops and the overlap dynamics become strongly persistent, with critical noise decreasing as pattern load increases.