The capacity of q-state Potts neural networks with parallel retrieval dynamics

We define a Potts version of neural networks with q states. We give upper and lower bounds for the storage capacity of this model of associative memory in the sense of exact retrieval of the stored information. The critical capacity is of the order where N is the number of neurons and the constant c increases quadratically with q.

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Year of publication:	2007
Authors:	Löwe, Matthias ; Vermet, Franck
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 77.2007, 14, p. 1505-1514
Publisher:	Elsevier
Keywords:	Potts network Neural networks Storage capacity Hopfield model

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005319125