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Global Synchronization in Finite-time of Fractional-order Complexvalued Delayed Hopfield Neural Networks

Xinxin Zhang, Peifeng Niu*, Nan Liu, and Guoqiang Li
International Journal of Control, Automation, and Systems, vol. 17, no. 2, pp.521-535, 2019

Abstract : "This paper deals with the synchronization issue of fractional-order complex-valued Hopfield neural networks with time delay. In this paper, by means of properties of the fractional-order inequality, such as H¨ older inequality and Gronwall inequality, sufficient conditions are presented to guarantee the finite-time synchronization of the fractional-order complex-valued delayed neural networks when 1=2 g < 1 and 0

Keyword : Complex-valued neural networks, finite-time synchronization, fractional-order inequality, time delay.

 
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