Analysis of global exponential stability for a class of bi-directional associative memory networks

• 来源期刊: 中国物理（英文版）
• 关键词: BAM network global exponential stability equilibrium
• 年，卷（期）: 2003,（3）
• 页码范围: 259-263
• 页数: 5页
• 语种: 英文

摘要

In real-time applications of bi-directional associative memory (BAM) networks, a global exponentially stable equilibrium is highly desired. The existence, uniqueness and global exponential stability for a class of BAM networks are studied in this paper, the signal function of neurons is assumed to be piece-wise linear from the engineering point of view. A very concise condition for the equilibrium of such a network being globally exponentially stable is derived,which makes the practical design of this kind of networks an easy job.