一类耦合切换神经网络的有限时间同步研究

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目录摘要·····························································IAbstract····························································III第一章绪论·······················································11.1引言························································11.2人工神经网

3、络概述············································11.3耦合脉冲切换神经网络的简介··································31.3.1切换系统简介··········································31.3.2脉冲控制简介··········································41.4神经网络的同步与控制概述····································51.5有限时间稳定性···························

4、···················61.6本文的主要内容··············································6第二章预备知识···················································92.1右上导数····················································92.2Lyapunov函数方法···········································92.3比较原理方法································

5、················102.4固定时刻脉冲微分方程········································112.5可约矩阵与不可约矩阵········································112.5.1可约矩阵··············································112.5.2不可约矩阵············································112.6Kronecker积··········································

6、·······12第三章一类耦合神经网络的有限时间同步·····························133.1引言························································133.2问题描述与基础知识··········································133.3耦合神经网络的有限时间同步分析······························143.4数值模拟仿真················································163.5本章小结···

7、·················································16第四章耦合切换脉冲神经网络的有限时间同步·························194.1引言························································194.2问题描述与基础知识··········································204.3耦合切换