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Estimation on Domain of Attraction and Convergence Rate of Hopfield Continuous Feedback Neural Networks

✍ Scribed by Jinde Cao; Qing Tao

Publisher: Elsevier Science
Year: 2001
Tongue: English
Weight: 93 KB
Volume: 62
Category: Article
ISSN: 0022-0000
DOI: 10.1006/jcss.2000.1722

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✦ Synopsis

In this paper, some new estimation results on the domain of attraction of memory patterns and exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous associative memory are obtained. These results can be used for the evaluation of fault-tolerance capability and the synthesis procedures for Hopfield continuous feedback associative memory neural networks.

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Estimation of the Domain of Attraction and the Convergence Rate of a Hopfield Associative Memory and an Application

✍ Jinde Cao; Qing Tao 📂 Article 📅 2000 🏛 Elsevier Science 🌐 English ⚖ 131 KB

In this paper, the domain of attraction of memory patterns and the exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous associative memory are estimated. These results can be used for the evaluation of fault-tolerance capability and the synthesis proced