Synchronization for discrete-time memristive recurrent neural networks with time-delays

Hongjian Liu,Zidong Wang,Bo Shen,Xiu Kan

doi:10.1109/chicc.2015.7260176

Synchronization for discrete-time memristive recurrent neural networks with time-delays

Hongjian Liu, Zidong Wang + Show 2 more

https://doi.org/10.1109/chicc.2015.7260176

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Publication Date: Jul 1, 2015

Citations: 22

Affiliation: Brunel University London, Donghua University, Shanghai University of Engineering Science, Anhui Polytechnic University

#Discrete-time Memristive Neural Networks #Memristive Neural Networks + Show 8 more

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Abstract

This paper is concerned with the synchronization problem for a class of discrete-time memristive recurrent neural networks with time-delays. By using the piecewise Lyapunov function technique, sufficient conditions are obtained to guarantee the exponential synchronization of the discrete-time memristive neural networks with time-delays. By recurring to the delay partitioning method and the free-weighting matrix technique, the conservatism of the obtained results is reduced. Finally, a numerical example is presented to demonstrate the effectiveness of the derived theoretical results.

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