摘要
研究时标上高阶神经网络的同步问题,通过构造李雅普诺夫函数和运用线性矩阵不等式技巧,给出高阶神经网络在脉冲控制下达到同步的充分条件。最后给出一个例子,验证了数值模拟结果的准确性。
The synchronization problem of high-order neural networks on time scales was investigated.By constructing a Lyapunov function and employing linear matrix inequality(LMI)techniques,the su cient condition for the synchronization of high-order neural networks under impulsive control was obtained.Finally,an example was given to verify the accuracy of the results by numerical simulation.
作者
陈秋媛
宾红华
黄振坤
CHEN Qiuyuan;BIN Honghua;HUANG Zhenkun(School of Science,Jimei University,Xiamen 361021,China)
出处
《集美大学学报（自然科学版）》
CAS
2023年第4期359-365,共7页
Journal of Jimei University：Natural Science
基金
国家自然科学基金项目(61573005)
福建省自然科学基金项目(2018J01417,2019J01330)。
关键词
高阶神经网络
同步
脉冲控制
时标
high-order neural networks
synchronization
impulsive control
time scale
