Global Exponential Adaptive Synchronization of Complex Dynamical Networks With Neutral-Type Neural Network Nodes and Stochastic Disturbances

• Published in: IEEE transactions on circuits and systems. I, Regular papers Vol. 60; no. 10; pp. 2709 - 2718
• Main Authors: Zhang, Yijun, Gu, Da-Wei, Xu, Shengyuan
• Format: Journal Article
• Language: English
• Published: IEEE 01.10.2013
• Subjects: Adaptive systems; Artificial neural networks; Complex dynamical networks; Delay effects; Delays; exponential adaptive; neutral-type neural networks; stochastic; Symmetric matrices; Synchronization

This paper is on the design problem of global exponential adaptive synchronization for a class of stochastic complex dynamical networks. In the considered networks, the dynamics of each node are approximated by a neutral-type neural network. The stochastic disturbances are described in terms of Brow...