Global stability of bidirectional associative memory neural networks with continuously distributed delays

作者：Zhang Q^*; Ma RN; Xu J

来源：Science in China - Series F: Information Sciences , 2003, 46(5): 327-334.

DOI：10.1360/02ye0549

• global asymptotic stability
• bidirectional associative memory neural networks
• continuously distributed delays

Global asymptotic stability of the equilibrium point of bidirectional associative memory (BAM) neural networks with continuously distributed delays is studied. Under two mild assumptions on the activation functions, two sufficient conditions ensuring global stability of such networks are derived by utilizing Lyapunov functional and some inequality analysis technique. The results here extend some previous results. A numerical example is given showing the validity of our method.

• 出版日期2003-10
• 单位中国科学院电工研究所; 西安电子科技大学; 华中科技大学