The Synchronization Analysis of Cohen–Grossberg Stochastic Neural Networks with Inertial Terms-Reference-Cited by-同舟云学术

The Synchronization Analysis of Cohen–Grossberg Stochastic Neural Networks with Inertial Terms

Published:2022-05-25 Issue: Volume:2022 Page:1-9
ISSN:1687-5273
Container-title:Computational Intelligence and Neuroscience
language:en
Short-container-title:Computational Intelligence and Neuroscience

Author:

Li Zhi-Ying¹,Jiang Wang-Dong¹^ORCID,Zhang Yue-Hong¹

Affiliation:

1. Yuanpei College of Shaoxing University, Shaoxing, Zhejiang, China

Abstract

The exponential synchronization (ES) of Cohen–Grossberg stochastic neural networks with inertial terms (CGSNNIs) is studied in this paper. It is investigated in two ways. The first way is using variable substitution to transform the system to another one and then based on the properties of

i \hat{t} o

integral, differential operator, and the second Lyapunov method to get a sufficient condition of ES. The second way is based on the second-order differential equation, the properties of calculus are used to get a sufficient condition of ES. At last, results of the theoretical derivation are verified by virtue of two numerical simulation examples.

Funder

Department of Education of Zhejiang Province

Publisher

Hindawi Limited

Subject

General Mathematics,General Medicine,General Neuroscience,General Computer Science

Link

http://downloads.hindawi.com/journals/cin/2022/2377664.pdf

Reference27 articles.

1. Exponential Synchronization of Stochastic Memristive Neural Networks with Time-Varying Delays

2. Exponential synchronization of stochastic Cohen–Grossberg neural networks driven by G-Brownian motion

3. Finite-time synchronization for memristor-based BAM neural networks with stochastic perturbations and time-varying delays

4. Robust Exponential Synchronization for Stochastic Delayed Neural Networks with Reaction–Diffusion Terms and Markovian Jumping Parameters

5. Finite-time anti-synchronization of memristive stochastic BAM neural networks with probabilistic time-varying delays

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Retracted: The Synchronization Analysis of Cohen–Grossberg Stochastic Neural Networks with Inertial Terms;Computational Intelligence and Neuroscience;2023-08-16

2. Synchronization analysis of stochastic Cohen-Grossberg neural networks driven by G-Brownian motion with inertial terms;2023 2nd International Conference on Robotics, Artificial Intelligence and Intelligent Control (RAIIC);2023-08-11