A system of fractional-order interval projection neural networks

Zeng-bao Wu ^[1] ; Yun-zhi Zou ^[1] ; Nan-jing Huang ^[1]
1. [1] Sichuan University
  
  Sichuan University
  
  China
Localización: Journal of computational and applied mathematics, ISSN 0377-0427, Vol. 294, Nº 1 (1 March 2016), 2016, págs. 389-402
Idioma: inglés
DOI: 10.1016/j.cam.2015.09.007
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Resumen
- 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, αα-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.