Title :
Synchronization for an Array of Delayed Neural Networks with Coupling Failure
Author :
Xiaomei Zhang ; Xueli Chang ; Lei Yan
Author_Institution :
Sch. of Electron. & Inf., Nantong Univ., Nantong, China
Abstract :
This paper considers a problem of synchronization for an array of discrete-time delayed neural networks with coupling failure. It is assumed that if coupling failure happens, then the array model is composed of identical delayed neural networks with coupling-free. By constructing a piecewise Lyapunov functional and utilizing an average dwell time method, delay-dependent sufficient conditions are established to guarantee global exponential synchronization.
Keywords :
Lyapunov methods; discrete time systems; neural nets; coupling failure; delay-dependent sufficient condition; delayed neural network; discrete-time system; dwell time method; global exponential synchronization; piecewise Lyapunov functional; Arrays; Couplings; Educational institutions; Neural networks; Switched systems; Switches; Synchronization; average dwell time; coupled delayed neural networks; coupling failure; exponential synchronization;
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2013 5th International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-0-7695-5011-4
DOI :
10.1109/IHMSC.2013.97
