Global eponential stability of cellular neural networks with time-varying coefficients and delays

作者：Jiang HJ^*; Teng ZD

来源：Neural Networks, 2004, 17(10): 1415-1425.

DOI：10.1016/j.neunet.2004.03.002

• global exponential stability
• Liapunov functional
• time-varying coefficient
• time-varying delay
• cellular neural network

In this paper, a class of cellular neural networks with time-varying coefficients and delays is considered. By constructing a suitable Liapunov functional and utilizing the technique of matrix analysis, some new sufficient conditions on the global exponential stability of solutions are obtained. The results obtained in this paper improve and extend some of the previous results.

• 出版日期2004-12
• 单位新疆大学