Synchronization of discrete-time stochastic neural networks with random delay.
Bao, Haibo, Cao, Jinde (2011)
Discrete Dynamics in Nature and Society
Similarity:
Bao, Haibo, Cao, Jinde (2011)
Discrete Dynamics in Nature and Society
Similarity:
Zhang, Haitao, Li, Tao, Fei, Shumin (2011)
Mathematical Problems in Engineering
Similarity:
Zhi-cai Ma, Yong-zheng Sun, Hong-jun Shi (2016)
Kybernetika
Similarity:
In this paper, the finite-time stochastic outer synchronization and generalized outer synchronization between two complex dynamic networks with time delay and noise perturbation are studied. Based on the finite-time stability theory, sufficient conditions for the finite-time outer synchronization are obtained. Numerical examples are examined to illustrate the effectiveness of the analytical results. The effect of time delay and noise perturbation on the convergence time are also numerically...
Lu, Chien-Yu, Liao, Chin-Wen, Tsai, Hsun-Heng (2009)
Discrete Dynamics in Nature and Society
Similarity:
Hong-jun Shi, Lian-ying Miao, Yong-zheng Sun (2017)
Kybernetika
Similarity:
This paper concerns the synchronization of time-delayed systems with periodic on-off coupling. Based on the stability theory and the comparison theorem of time-delayed differential equations, sufficient conditions for complete synchronization of systems with constant delay and time-varying delay are established. Compared with the results based on the Krasovskii-Lyapunov method, the sufficient conditions established in this paper are less restrictive. The theoretical results show that...
Yu, Jianjiang (2009)
Discrete Dynamics in Nature and Society
Similarity:
Quanjun Wu, Hua Zhang (2015)
Kybernetika
Similarity:
The primary objective of the present paper is to develop an approach for analyzing pinning synchronization stability in a complex delayed dynamical network with directed coupling. Some simple yet generic criteria for pinning such coupled network are derived analytically. Compared with some existing works, the primary contribution is that the synchronization manifold could be chosen as a weighted average of all the nodes states in the network for the sake of practical control tactics,...
Song, Qiankun, Cao, Jinde (2010)
Discrete Dynamics in Nature and Society
Similarity:
Yonghong Tan (2004)
International Journal of Applied Mathematics and Computer Science
Similarity:
Nonlinear dynamic processes with time-varying time delays can often be encountered in industry. Time-delay estimation for nonlinear dynamic systems with time-varying time delays is an important issue for system identification. In order to estimate the dynamics of a process, a dynamic neural network with an external recurrent structure is applied in the modeling procedure. In the case where a delay is time varying, a useful way is to develop on-line time-delay estimation mechanisms to...
Li, Xinbin, Jing, Haiyan (2010)
Journal of Inequalities and Applications [electronic only]
Similarity:
Liu, Zixin, Lv, Shu, Zhong, Shouming, Ye, Mao (2009)
Discrete Dynamics in Nature and Society
Similarity: