Storing sparse messages in networks of neural cliques

Behrooz Kamary Aliabadi; Claude Berrou; Vincent Gripon; Xiaoran Jiang

doi:10.1109/TNNLS.2013.2285253

Storing sparse messages in networks of neural cliques

IEEE Trans Neural Netw Learn Syst. 2014 May;25(5):980-9. doi: 10.1109/TNNLS.2013.2285253.

Authors

Behrooz Kamary Aliabadi, Claude Berrou, Vincent Gripon, Xiaoran Jiang

PMID: 24808043
DOI: 10.1109/TNNLS.2013.2285253

Abstract

An extension to a recently introduced binary neural network is proposed to allow the storage of sparse messages, in large numbers and with high memory efficiency. This new network is justified both in biological and informational terms. The storage and retrieval rules are detailed and illustrated by various simulation results.

Publication types

Research Support, Non-U.S. Gov't

MeSH terms

Animals
Computer Simulation
Humans
Information Storage and Retrieval*
Models, Neurological*
Neurons*