具有泄露时滞和反应扩散的随机模糊细胞神经网络的吸引与最终有界

Attractor and ultimate boundedness for stochastic fuzzy cellular neural networks with delay in the leakage term and reaction-diffusion

研究了一类具有泄露时滞和反应扩散的随机模糊细胞神经网络的吸引与最终有界,通过构造Lyapunov泛函,运用Lasalle引理,得到了系统吸引与最终有界的充分条件,一个数值举例的给出表明了结论的可行性.

This paper investigates the attractor and ultimate boundedness for stochastic cellular neural networks with delay in the leakage term and reaction-diffusion. Based on the Lyapunov method and a Lasalle-type theorem, novel results on the attractor and ultimate boundedness are obtained. A numerical example is given to illustrate the feasibility of the results.