Proceedings of the 2015 International Conference on Electrical, Computer Engineering and Electronics

Stabilization of complex-valued neural networks with time-varying delays via linear feedback control

Authors
Zhenjiang Zhao, Qiankun Song
Corresponding Author
Zhenjiang Zhao
Available Online June 2015.
DOI
https://doi.org/10.2991/icecee-15.2015.156How to use a DOI?
Keywords
Complex-valued neural networks; delay; stability; complex-valued linear matrix inequality.
Abstract
In this paper, a class of complex-valued neural networks with time-varying delays is considered without assuming the differentiability of the time-varying delays, and the exponential stabilization for the considered neural networks is investigated. By constructing proper Lyapunov-Krasovskii functional and using the matrix inequality techniques, a delay-dependent criterion for checking the stability of the considered neural networks is presented under designed linear feedback controller. An example with simulations is given to show the effectiveness of the obtained result..
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Proceedings
2015 2nd International Conference on Electrical, Computer Engineering and Electronics
Part of series
Advances in Computer Science Research
Publication Date
June 2015
ISBN
978-94-62520-81-3
ISSN
2352-538X
DOI
https://doi.org/10.2991/icecee-15.2015.156How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Zhenjiang Zhao
AU  - Qiankun Song
PY  - 2015/06
DA  - 2015/06
TI  - Stabilization of complex-valued neural networks with time-varying delays via linear feedback control
BT  - 2015 2nd International Conference on Electrical, Computer Engineering and Electronics
PB  - Atlantis Press
SP  - 804
EP  - 809
SN  - 2352-538X
UR  - https://doi.org/10.2991/icecee-15.2015.156
DO  - https://doi.org/10.2991/icecee-15.2015.156
ID  - Zhao2015/06
ER  -