摘要
基于众多领域及生物神经网络本身所存在的脉冲瞬动现象,本文首次提出并研究了带时滞的脉冲型Hopfield神经网络的全局指定稳定性问题,并讨论了其平衡态的存在唯一性.
On the basis of the fact that many evolutionary processes,especially for biological neural networks,exhibit impulsive phenomena, the problem of the exponential stability (in the large) for impulsiveHopfield neural networks with delays which has not been studied up to now is introduced and studied in thepaper. The stability theory,existence and uniquenes of the equilibrium for such neural network dynamics areestablished.
出处
《控制理论与应用》
EI
CAS
CSCD
北大核心
1998年第6期959-964,共6页
Control Theory & Applications
基金
国家自然科学基金!69774038
中国石油天然气总公司专项基金
和华中理工大学基金
关键词
脉冲
时滞
神经网络
稳定性
impulses
delays
neural networks
stability