A Comparative Study of Sparse Associative Memories
We study various models of associative memories with sparse information, i.e. a pattern to be stored is a random string of 0s and 1s with about logN 1s, only. We compare different synaptic weights, architectures and retrieval mechanisms to shed light on the influence of the various parameters on the storage capacity.
Télécharger le manuscrit.
Bibtex@article{GriHeuLöVer2016,
author = {Vincent Gripon and Judith Heusel and
Matthias Löwe and Franck Vermet},
title = {A Comparative Study of Sparse Associative
Memories},
journal = {Journal of Statistical Physics},
year = {2016},
volume = {164},
pages = {105--129},
}
|
|
Vous êtes le 2100172ème visiteur
|