Journal
NEUROCOMPUTING
Volume 310, Issue -, Pages 165-171Publisher
ELSEVIER
DOI: 10.1016/j.neucom.2018.05.030
Keywords
Infinite-time distributed delay; Inertial neural network; Quantized pinning control; Synchronization
Categories
Funding
- National Natural Science Foundation of China (NSFC) [61673078]
- Scientific & Technological Research Foundation of Chongqing Municipal Education Commission [KJ1710253]
- Chongqing Municipal Key Laboratory of Institutions of Higher Education [[2017] 3]
- Program of Chongqing Development and Reform Commission [2017[1007]]
- Chongqing Normal University [YKC17017, YKC17018, YKC17016]
- [CYS17181]
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In this paper, exponential synchronization of coupled inertial neural networks (CINNs) with bounded time-varying discrete delay and infinite-time distributed delay (mixed delays) is considered by designing quantized pinning controllers. By designing novel Lyapunov-Krasovskii functionals and using new weighted integral inequalities, delay-dependent criteria formulated by linear matrix inequality (LMI) are obtained. Different from existing ones, the designed Lyapunov-Krasovskii functionals include negative terms, which lead to less conservative results. Numerical simulations verify the effectiveness of the theoretical results. (C) 2018 Elsevier B.V. All rights reserved.
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