A Mode and Control Adaptive Almost Surely Asymptotically Synchronization for Stochastic Time Delay Neural Network with Markovian Switching

摘要：

The problem of adaptive almost surely asymptotically synchronization for stochastic time delay neural network with Markovian Switching is considered in this paper. By using M-matrix method, a sufficient condition under which the response system adaptive almost surely asymptotically synchronizes with the drive system is obtained. To illustrate the effectiveness of the result proposed in this paper, a numerical example is given.

关键词： Neural Networks Adaptive Almost Surely Asymptotically Synchronization Time-Varying Delays Stochastic Noise Markovian Switching

作者: ZHOU Wuneng GAO Yan SUN Yuqing DING Xiangwu TONG Dongbing JI Chuan

作者单位: College of Information Sciences and Technology, Donghua University, Shanghai 201620, P. R. China School of Computer Sciences and Mathematics, Donghua University, Shanghai 201620, P. R. China

会议类型: 国际会议

会议名称: The 31st Chinese Control Conference(第三十一届中国控制会议)

会议地点: 合肥

会议语种:英文

页码: 2877-2882

在线出版日期: 2012-07-01（万方平台首次上网日期，不代表论文的发表时间）