Entropy 2013, 15(8), 3265-3276; doi:10.3390/e15083355

Synchronization of a Class of Fractional-Order Chaotic Neural Networks

1 School of Automation, Chongqing University, Chongqing 400044, China 2 School of Mathematics, Anhui University, Hefei 230039, China 3 Department of Electrical Engineering, Tshwane University of Technology, Pretoria 0001, South Africa
* Author to whom correspondence should be addressed.
Received: 5 June 2013; in revised form: 3 August 2013 / Accepted: 5 August 2013 / Published: 14 August 2013
(This article belongs to the Special Issue Dynamical Systems)
PDF Full-text Download PDF Full-Text [421 KB, uploaded 21 August 2013 16:49 CEST]
Abstract: The synchronization problem is studied in this paper for a class of fractional-order chaotic neural networks. By using the Mittag-Leffler function, M-matrix and linear feedback control, a sufficient condition is developed ensuring the synchronization of such neural models with the Caputo fractional derivatives. The synchronization condition is easy to verify, implement and only relies on system structure. Furthermore, the theoretical results are applied to a typical fractional-order chaotic Hopfield neural network, and numerical simulation demonstrates the effectiveness and feasibility of the proposed method.
Keywords: synchronization; fractional-order; chaotic neural networks; linear feedback control

Article Statistics

Load and display the download statistics.

Citations to this Article

Cite This Article

MDPI and ACS Style

Chen, L.; Qu, J.; Chai, Y.; Wu, R.; Qi, G. Synchronization of a Class of Fractional-Order Chaotic Neural Networks. Entropy 2013, 15, 3265-3276.

AMA Style

Chen L, Qu J, Chai Y, Wu R, Qi G. Synchronization of a Class of Fractional-Order Chaotic Neural Networks. Entropy. 2013; 15(8):3265-3276.

Chicago/Turabian Style

Chen, Liping; Qu, Jianfeng; Chai, Yi; Wu, Ranchao; Qi, Guoyuan. 2013. "Synchronization of a Class of Fractional-Order Chaotic Neural Networks." Entropy 15, no. 8: 3265-3276.

Entropy EISSN 1099-4300 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert