摘要
研究了分数阶Hopfield型神经网络的全局渐近稳定性,通过LMI方法得到了一种实现系统全局渐近稳定性的LMI形式条件,通过实例仿真验证了结论的正确性。
In this paper, the global asymptotically stability of fractional-order hopfield neural networks was investigated, and a sufficient condition was given by using LMI approach. At last, a numerical example and corresponding numerical simulation were presented to demonstrate the effectiveness of the result.
出处
《海军航空工程学院学报》
2015年第5期493-496,共4页
Journal of Naval Aeronautical and Astronautical University
关键词
分数阶
神经网络
渐近稳定性
LMI
fractional order
neural networks
asymptotically stability
LMI