Robust Stability of a Class of Fractional Order Hopfield Neural Networks

• 作 者: Xiao-Lei Liu Ming-Jiu Gai Cui-
• 机 构: InstituteofSystemScienceandMathematics
• 出 处: 电子科技学刊：英文版
• 发表日期: 2015年2期
• 关键词: HOPFIELD神经网络 分数阶系统 鲁棒稳定性 Mittag-Leffler函数 微分方程理论 积分变换法 充分条件 比较定理 fractional Lapl
• 基金项目: This work was supported by the Natural Science Foundation of Shandong Province under Grant No. ZR2014AM006.

As the theory of the fractional order differential equation becomes mature gradually, the fractional order neural networks become a new hotspot.The robust stability of a class of fractional order Hopfield neural network with the Caputo derivative is inves