scholarly journals Exponential Synchronization of Switched Neural Networks With Mixed Time-Varying Delays via Static/Dynamic Event-Triggering Rules

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 338-347 ◽  
Author(s):  
Yuting Cao ◽  
Shiqin Wang ◽  
Shiping Wen
Keyword(s):  
Neural Networks ◽  
Exponential Synchronization ◽  
Time Varying ◽  
Dynamic Event ◽  
Switched Neural Networks ◽  
Event Triggering

scholarly journals Exponential Synchronization of Memristive Neural Networks with Discrete and Distributed Time-Varying Delays via Event-Triggered Control

2021 ◽  
Vol 2021 ◽  
pp. 1-15
Author(s):  
Biwen Li ◽  
Wenbo Zhou
Keyword(s):  
Neural Networks ◽  
Exponential Synchronization ◽  
Time Varying ◽  
Memristive Neural Networks ◽  
Dynamic Event ◽  
Synchronization Problem ◽  
Event Triggering ◽  
Triggering Conditions ◽  
Theoretical Results ◽  
Event Triggered

In this paper, we investigate the exponential synchronization problem of memristive neural networks (MNNs) with discrete and distributed time-varying delays under event-triggered control. An event-triggered controller with the static and dynamic event-triggering conditions is designed to improve the efficiency of resource utilization. By constructing a new Lyapunov function, some sufficient criteria are obtained to realize the exponential synchronization of considered drive-response MNNs under the designed event-triggered controller. In addition, the Zeno behavior will not occur by proving that the event-triggering interval has a positive lower bound under different event-triggering conditions. Finally, a numerical example is provided to prove the validity of our theoretical results.

scholarly journals Stabilization of switched neural networks with time‐varying delay via bumpless transfer control

2019 ◽  
Vol 22 (2) ◽  
pp. 1008-1020 ◽  
Author(s):  
Chao Liu ◽  
Dihua Sun ◽  
Zheng Yang ◽  
Xiaoyang Liu ◽  
Hongyu Yang ◽  
...  
Keyword(s):  
Neural Networks ◽  
Time Varying ◽  
Time Varying Delay ◽  
Switched Neural Networks ◽  
Bumpless Transfer ◽  
Varying Delay
Sign in / Sign up

Export Citation Format

Share Document