Stabilization of complex-valued neural networks with time-varying delays via linear feedback control
Zhenjiang Zhao, Qiankun Song
Available Online June 2015.
- https://doi.org/10.2991/icecee-15.2015.156How to use a DOI?
- Complex-valued neural networks; delay; stability; complex-valued linear matrix inequality.
- 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..
- 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 -