A Comparative Study of Sparse Associative Memories
arXiv:1512.08892 · doi:10.1007/s10955-016-1530-z
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.
28 pages, 2 figures