The Lag and Module-Phase Synchronization of Complex-Valued Neural Networks with Mixed Delays

被引：0

作者：

Li, Jia ^{[1
]}

Gu, Yugang ^{[2
]}

Liang, Yi ^{[3
]}

Li, Gang ^{[1
]}

Yang, Yuchun ^{[1
]}

机构：

[1] Univ Elect Sci & Technol China, Sichuan Prov Peoples Hosp, Med Equipment Dept, Chengdu 610031, Peoples R China

[2] Univ Elect Sci & Technol China, Sichuan Prov Peoples Hosp, Gen Surg, Chengdu 610031, Peoples R China

[3] Univ Elect Sci & Technol China, Sichuan Prov Peoples Hosp, Neurol Dept, Chengdu 610031, Peoples R China

来源：

WIRELESS PERSONAL COMMUNICATIONS | 2024年 / 139卷 / 03期

关键词：

Complex-valued neural networks; Lag synchronization; Lag module-phase synchronization; Lyapunov function; STABILITY;

D O I：

10.1007/s11277-024-11699-8

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

The lag synchronization and lag module-phase synchronization of complex-valued neural networks (CVNNs) with mixed delays are studied. The driving and response models of CVNNs with mixed-time delay are constructed. The lag and module-phase error systems of CVNNs are derived. The adaptive controller is designed and Lyapunov function is constructed. The effective conditions of lag and lag module-phase synchronization of CVNNs are obtained respectively. Finally, the results of Simulation experiment show the stability of system can be ensured, it illustrates that the strategy is reliable.

引用

页码：1797 / 1814

页数：18

共 27 条

[1] Collective behavior of cortico-thalamic circuits: Logic gates as the thalamus and a dynamical neuronal network as the cortex [J].