Delay-dependent and delay-independent passivity of a class of recurrent neural networks with impulse

• 作 者: Liqun Zhou
• 机 构: School of Mathematics Science,Tianjin Normal University,Tianjin 300387,China
• 出 处: 第四届全国神经动力学学术会议
• 发表日期: 2018年10期
• 关键词: Recurrent neural networks Proportional delay Passivity Impulse effect Lyapunov-k

　　The problem for passivity of a class of recurrent neural networks(RNNs)with impulse and multi-proportional delays is investigated in this paper.Several delay-dependent and delay-independent passivity criteria for the given system are obtained by establishing appropriate Lyapunov-krasovskill functionals and applying matrix inequality approach.