| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 10526092 | Statistics & Probability Letters | 2005 | 12 Pages |
Abstract
This note relates the storage capacity of the Hopfield model of neural networks with possibly correlated patterns to a moderate deviation upper bound for the empirical correlation of the patterns. Examples are, among others, independent patterns with spins that are correlated as in an Ising model or as in a Curie-Weiss model.
Keywords
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Matthias Löwe, Franck Vermet,