On the capacity of an associative memory model based on neural cliques

Heusel J., Löwe M., Vermet F.

Research article (journal) | Peer reviewed

Abstract

Based on recent work by Gripon and Berrou (2011), we introduce a new model of an associative memory. We give upper and lower bounds on the memory capacity of the model.

Details about the publication

JournalStatistics and Probability Letters (Statist. Probab. Lett.)
Volume106
Issuenull
Page range256-261
StatusPublished
Release year2015
Language in which the publication is writtenEnglish
DOI10.1016/j.spl.2015.07.026
Link to the full texthttp://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84939425999&origin=inward
KeywordsAssociative memory; Exponential inequalities; Neural networks

Authors from the University of Münster

Löwe, Matthias
Professur für Mathematische Stochastik (Prof. Löwe)