Impulsive effect on exponential synchronization of neural networks with leakage delay under sampled-data feedback control

Title
Impulsive effect on exponential synchronization of neural networks with leakage delay under sampled-data feedback control
Author(s)
박주현S. Lakshmanan[S. Lakshmanan]F.A. Rihan[F.A. Rihan]R. Rakkiyappan[R. Rakkiyappan]
Keywords
TIME-VARYING DELAYS; CHAOTIC SYSTEMS; DEPENDENT STABILITY; INTERMITTENT CONTROL; DISTRIBUTED DELAYS; DYNAMICAL NETWORKS; MIXED DELAYS; STABILIZATION; COMMUNICATION; ATTRACTORS
Issue Date
201407
Publisher
IOP PUBLISHING LTD
Citation
CHINESE PHYSICS B, v.23, no.7
Abstract
We consider the impulsive effect on the exponential synchronization of neural networks with leakage delay under the sampled-data feedback control. We use an appropriate Lyapunov-Krasovskii functional combined with the input delay approach and some inequality techniques to derive sufficient conditions that ensure the exponential synchronization of the delayed neural network. The conditions are formulated in terms of the leakage delay, the sampling period, and the exponential convergence rate. Numerical examples are given to demonstrate the usefulness and the effectiveness of the results.
URI
http://hdl.handle.net/YU.REPOSITORY/31415http://dx.doi.org/10.1088/1674-1056/23/7/070205
ISSN
1674-1056
Appears in Collections:
공과대학 > 전기공학과 > Articles
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