Exponential synchronization of chaotic neural networks with time delays: a M-matrix approach

• DOI: 10.1007/s11071-010-9769-4
• Publication Date: 2010-07-21T09:49:22Z
• Authors: Z. Xing; J. Peng; K. Wang
• Keywords: 0103 physical sciences; 01 natural sciences

Based on M-matrix theory, global exponential synchronization of a class of time-varying delayed chaotic neural networks is investigated. Without designing a Lyapunov function, some new criteria are established under less restrictive conditions using this approach. Finally, simulation examples are given to verify the effectiveness of the obtained conditions.