Synchronization of hierarchical time-varying neural networks based on asynchronous and intermittent sampled-data control

Xiong, W, Patel, R, Cao, J and Zheng, W 2017, 'Synchronization of hierarchical time-varying neural networks based on asynchronous and intermittent sampled-data control', IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 11, pp. 2837-2843.


Document type: Journal Article
Collection: Journal Articles

Title Synchronization of hierarchical time-varying neural networks based on asynchronous and intermittent sampled-data control
Author(s) Xiong, W
Patel, R
Cao, J
Zheng, W
Year 2017
Journal name IEEE Transactions on Neural Networks and Learning Systems
Volume number 28
Issue number 11
Start page 2837
End page 2843
Total pages 7
Publisher IEEE
Abstract In this brief, our purpose is to apply asynchronous and intermittent sampled-data control methods to achieve the synchronization of hierarchical time-varying neural networks. The asynchronous and intermittent sampled-data controllers are proposed for two reasons: 1) the controllers may not transmit the control information simultaneously and 2) the controllers cannot always exist at any time t. The synchronization is then discussed for a kind of hierarchical time-varying neural networks based on the asynchronous and intermittent sampled-data controllers. Finally, the simulation results are given to illustrate the usefulness of the developed criteria.
Subject Control Systems, Robotics and Automation
Keyword(s) Asynchronous sampled-data controllers
hierarchical time-varying neural networks
intermittent sampled-data controllers
synchronization
DOI - identifier 10.1109/TNNLS.2016.2607236
Copyright notice © 2016 IEEE
ISSN 2162-237X
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