Almost periodic attractor for Cohen-Grossberg neural networks with delay

作者：Chen Zhang^*; Zhao Donghua; Ruan Jiong

来源：Physics Letters A, 2009, 373(4): 434-440.

DOI：10.1016/j.physleta.2008.11.051

• Neural networks
• Almost periodic solution
• Time delay
• Global exponential stability
• Lyapunov function

In this Letter, almost periodic Cohen-Grossberg neural networks with delay is studied. By constructing appropriate linear auxiliary equations, sufficient conditions are given to guarantee the existence of almost periodic solution. Moreover, global exponential stability on almost periodic solution is investigated by Lyapunov method. At last, an example is given to show the effectiveness of results in this Letter.

• 出版日期2009-1-19
• 单位复旦大学; 山东大学