Abstract

We study various models of associative memories with sparse information, i.e. a pattern to be stored is a random string of 00s and 11s with about log⁡N\log N 11s, only. We compare different synaptic weights, architectures and retrieval mechanisms to shed light on the influence of the various parameters on the storage capacity.

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