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On delayed impulsive Hopfield neural networks

โœ Scribed by Zhi-Hong Guan; Guanrong Chen

Book ID
104348942
Publisher
Elsevier Science
Year
1999
Tongue
English
Weight
108 KB
Volume
12
Category
Article
ISSN
0893-6080

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โœฆ Synopsis

Many evolutionary processes, particularly some biological systems, exhibit impulsive dynamical behaviors, which can be well described by impulsive Hopfield neural networks. This paper formulates and studies a model of delayed impulsive Hopfield neural networks. Several fundamental issues such as global exponential stability, existence and uniqueness of the equilibrium of such networks are established. A numerical example is given for illustration and interpretation of the theoretical results.

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