A system of fractional-order interval projection neural networks
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摘要
In this paper, a system of fractional-order interval projection neural networks is introduced and investigated. Under some suitable assumptions, the existence and uniqueness of the equilibrium point of this type of interval projection neural networks is proved. Moreover, α-exponential stability of this type of neural networks is obtained. Also, in the last section, we give two numerical examples to demonstrate the validity of our results.
论文关键词:Interval projection neural networks,Fractional-order calculus,Equilibrium point,α-exponential stability
论文评审过程:Received 19 June 2015, Revised 2 September 2015, Available online 15 September 2015, Version of Record 29 September 2015.
论文官网地址:https://doi.org/10.1016/j.cam.2015.09.007