✦ LIBER ✦

Global almost sure self-synchronization of Hopfield neural networks with randomly switching connections

✍ Scribed by Bo Liu; Wenlian Lu; Tianping Chen

Publisher: Elsevier Science
Year: 2011
Tongue: English
Weight: 496 KB
Volume: 24
Category: Article
ISSN: 0893-6080
DOI: 10.1016/j.neunet.2010.12.005

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✦ Synopsis

In this paper, we discuss Hopfield neural networks with stochastic switching weights, investigating their global almost sure self-synchronization. Sufficient conditions ensuring global almost sure exponential synchronization of Hopfield neural networks with stochastic switching weights are given.