Further Stability Analysis for Time-Delayed Neural Networks Based on an Augmented Lyapunov Functional

Further Stability Analysis for Time-Delayed Neural Networks Based on an Augmented Lyapunov Functional

In this paper, the stability of time-delayed neural networks (DNN) is further analyzed. First, an augmented N-dependent Lyapunov-Krasovskii functional (LKF) is designed, where the non-integral terms are augmented with delay-dependent items and some additional state variables, and the integrated vect...

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Bibliographic Details
Main Authors: Wenyong Duan, Yan Li, Jian Chen
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Lyapunov–Krasovskii functional
neural networks
stability analysis
time delay
Online Access:https://ieeexplore.ieee.org/document/8779605/

Internet

https://ieeexplore.ieee.org/document/8779605/

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