具有时变时滞的四元数值神经网络的全局耗散性

Global Dissipativity Analysis for Delayed Quaternion-valued Neural Networks

利用线性矩阵不等式技术及向量李雅普诺夫泛函的方法,对一类具有时变时滞的四元数值神经网络的全局耗散性问题进行分析,得出了四元数神经网络耗散性的准则.最后,通过数值仿真实验验证了该结论的有效性和正确性.

In this paper,the author considers the global dissipativity for quaternion-valued neural networks(QVNNs)with time-varying delays,by using linear matrix inequality theory and vectorial Lyapunov function method,and obtains the criterion of the dissipative quaternion-valued neural networks.Finally,the conclusions are proved to be correct by numerical simulation experiments.