A Comparative Study of Sparse Associative Memories
Probability
2016-06-27 v3
Abstract
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 different synaptic weights, architectures and retrieval mechanisms to shed light on the influence of the various parameters on the storage capacity.
Keywords
Cite
@article{arxiv.1512.08892,
title = {A Comparative Study of Sparse Associative Memories},
author = {Vincent Gripon and Judith Heusel and Matthias Löwe and Franck Vermet},
journal= {arXiv preprint arXiv:1512.08892},
year = {2016}
}
Comments
28 pages, 2 figures