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

DOI

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..

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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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  - Proceedings of the 2015 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  - 10.2991/icecee-15.2015.156
ID  - Zhao2015/06
ER  -