Passivity of Coupled Neural Networks with Different Dimensional Nodes
Shan-Rang Lin, Yanli Huang, Jin-Liang Wang, Shun‐Yan Ren, Dongfang Liu · 2018
In this paper, we discuss the passivity of coupled neural networks with different dimensional nodes. On the one hand, for the coupled different dimensional neural networks, several passivity criteria are proposed by making using of Lyapunov functional method and some inequality techniques. On the other hand, we also deal with the problem of passivity for coupled different dimensional neural networks with coupling time delay. Finally, the effectiveness of the obtained results is verified by a numerical example.