Finite-Time Boundedness of QVMNNs with Time-Varying Delays

被引：0

作者：

Wei, Ruoyu ^{[1
]}

Cao, Jinde ^{[1
]}

Li, Cliengsheng ^{[1
]}

机构：

[1] Southeast Univ, Sch Math, Nanjing, Peoples R China

来源：

2020 12TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI) | 2020年

关键词：

memristor; finite-time boundedness; quaternion; time delays; MEMRISTIVE NEURAL-NETWORKS; SYNCHRONIZATION; STABILITY;

D O I：

10.1109/icaci49185.2020.9177741

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

With the introduction of quaternion number and memristor connection weights, the quaternion-valued memristive neural networks (QVMNNs) is then constructed. Based on the differential theory and quaternion feature, the finite-time boundedness problem of QVMNNs is considered in both quaternion area and complex area. Theorems for guaranteeing finite-time boundedness of QVMNNs are achieved by appropriately choosing the Lyapunov functional and applying linear matrix inequality (LMI). Finally, a simulation example is presented to demonstrate our results.

引用

页码：470 / 477

页数：8

共 50 条

[21] Finite-time and fixed-time anti-synchronization of neural networks with time-varying delays
Wang, Lili
Chen, Tianping
NEUROCOMPUTING, 2019, 329 : 165 - 171
[22] Finite-time stabilization of uncertain neural networks with distributed time-varying delays
Yang, Shiju
Li, Chuandong
Huang, Tingwen
NEURAL COMPUTING & APPLICATIONS, 2017, 28 : S1155 - S1163
[23] Finite-time anti-synchronization of neural networks with time-varying delays
Wang, Lili
Chen, Tianping
NEUROCOMPUTING, 2018, 275 : 1595 - 1600
[24] Finite-time stabilization for fractional-order inertial neural networks with time-varying delays
Aouiti, Chaouki
Cao, Jinde
Jallouli, Hediene
Huang, Chuangxia
NONLINEAR ANALYSIS-MODELLING AND CONTROL, 2022, 27 (01): : 1 - 18
[25] Finite-Time Stabilization of Fuzzy Spatiotemporal Competitive Neural Networks With Hybrid Time-Varying Delays
Hu, Xiaofang
Wang, Leimin
Sheng, Yin
Hu, Junhao
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31 (09) : 3015 - 3024
[26] Finite-Time Boundedness of Linear Uncertain Switched Positive Time-Varying Delay Systems with Finite-Time Unbounded Subsystems and Exogenous Disturbance
Mouktonglang, Thanasak
Yimnet, Suriyon
MATHEMATICS, 2022, 10 (01)
[27] Finite-Time Pinning Synchronization Control for Coupled Complex Networks with Time-Varying Delays
Zhang, Hebing
Zheng, Xiaojing
Li, Ning
DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2022, 2022
[28] Finite-time synchronization for memristor-based neural networks with time-varying delays
Abdurahman, Abdujelil
Jiang, Haijun
Teng, Zhidong
NEURAL NETWORKS, 2015, 69 : 20 - 28
[29] Finite-time H∞ state estimation for switched neural networks with time-varying delays
Ali, M. Syed
Saravanan, S.
Arik, Sabri
NEUROCOMPUTING, 2016, 207 : 580 - 589
[30] Finite-time synchronization of memristive neural networks with time-varying delays via two control methods
Li, Xiaofan
Fang, Jian-an
Li, Huiyuan
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2019, 42 (08) : 2746 - 2760

← 1 2 3 4 5 →