115 citations · 131 across the 4 of their papers we have counts for
4 papers
The sparse Blume-Emery-Griffiths model of associative memories
Judith Heusel, Matthias Löwe
We analyze the Blume-Emery-Griffiths (BEG) associative memory with sparse patterns and at zero temperature. We give bounds on its storage capacity provided that we want the stored…
On a model of associative memory with huge storage capacity
Mete Demircigil, Judith Heusel, Matthias Löwe +2
In [7] Krotov and Hopfield suggest a generalized version of the well-known Hopfield model of associative memory. In their version they consider a polynomial interaction function an…
A Comparative Study of Sparse Associative Memories
Vincent Gripon, Judith Heusel, Matthias Löwe +1
We study various models of associative memories with sparse information, i.e. a pattern to be stored is a random string of s and s with about s, only. We compare…
On the capacity of a new model of associative memory based on neural cliques
Judith Heusel, Matthias Löwe, Franck Vermet
Based on recent work by Gripon and Berrou, we introduce a new model of an associative memory. We show that this model has an efficiency bounded away from 0 and is therefore signifi…