Asymptotic stability of delayed fractional-order fuzzy neural networks with impulse effects

作者：Chen, Jiyang; Li, Chuandong^*; Yang, Xujun

来源：Journal of the Franklin Institute, 2018, 355(15): 7595-7608.

DOI：10.1016/j.jfranklin.2018.07.039

• EXPONENTIAL STABILITY
• LAG SYNCHRONIZATION
• SYSTEMS
• DIFFUSION
• LOGIC

In this paper, we investigate the asymptotic stability of fractional-order fuzzy neural networks with fixed-time impulse and time delay. According to the fractional Barbalat's lemma, Riemann-Liouville operator and Lyapunov stability theorem, some sufficient conditions are obtained to ensure the asymptotic totic stability of the fractional-order fuzzy neural networks. Two numerical examples are also given to illustrate the feasibility and effectiveness of the obtained results.

• 出版日期2018-10
• 单位西南大学