Random Attractor of Reaction-Diffusion Hopfield Neural Networks Driven by Wiener Processes
Joint Authors
Wang, Linshan
Liang, Xiao
Wang, Ruili
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-01-16
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
This paper studies the global existence and uniqueness of the mild solution for reaction-diffusion Hopfield neural networks (RDHNNs) driven by Wiener processes by applying a Schauder fixed point theorem and a priori estimate; then the random attractor for this system is also studied by constructing proper random dynamical system.
American Psychological Association (APA)
Liang, Xiao& Wang, Linshan& Wang, Ruili. 2018. Random Attractor of Reaction-Diffusion Hopfield Neural Networks Driven by Wiener Processes. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1206300
Modern Language Association (MLA)
Liang, Xiao…[et al.]. Random Attractor of Reaction-Diffusion Hopfield Neural Networks Driven by Wiener Processes. Mathematical Problems in Engineering No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1206300
American Medical Association (AMA)
Liang, Xiao& Wang, Linshan& Wang, Ruili. Random Attractor of Reaction-Diffusion Hopfield Neural Networks Driven by Wiener Processes. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1206300
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1206300