Exponential synchronization of fractional order fuzzy memristor neural networks with time-varying delays and impulses

作者：Yangtao Wang, Kelin Li · 发表于：Mathematical Modelling and Control · 年份：2025 · DOI：10.3934/mmc.2025012 · 被引用次数：32 · 研究领域：Neural Networks Stability and Synchronization、stochastic dynamics and bifurcation、Advanced Memory and Neural Computing

In this paper, the exponential synchronization of fractional order fuzzy memristor neural networks with time-varying delays and impulses is studied. In order to save cost and ensure that the control system does not jitter, two unsigned controllers are designed, and some criteria for guaranteeing exponential synchronization are given based on the differential inclusion theory and the fractional calculus theory. Finally, two numerical examples are given to verify the effectiveness of the results.