期刊
NETWORK-COMPUTATION IN NEURAL SYSTEMS
卷 25, 期 4, 页码 168-192出版社
TAYLOR & FRANCIS INC
DOI: 10.3109/0954898X.2014.978406
关键词
Shunting inhibitory cellular neural networks; Pseudo almost periodic solution; Exponential stability; Leakage delay; Neutral type delay
资金
- National Natural Science Foundation of China [11261010, 11201138]
- Soft Science and Technology Program of Guizhou Province [2011LKC2030]
- Natural Science and Technology Foundation of Guizhou Province [J[2012]2100]
- Governor Foundation of Guizhou Province [[2012]53]
- Scientific Research Fund of Hunan Provincial Education Department [12B034]
In this paper, shunting inhibitory cellular neural networks(SICNNs) with neutral type delays and time-varying leakage delays are investigated. By applying Lyapunov functional method and differential inequality techniques, a set of sufficient conditions are obtained for the existence and exponential stability of pseudo almost periodic solutions of the model. An example is given to support the theoretical findings. Our results improve and generalize those of the previous studies.
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