Robust stability analysis of quaternion-valued neural networks via LMI approach

Abstract This paper is concerned with the issue of robust stability for quaternion-valued neural networks (QVNNs) with leakage, discrete and distributed delays by employing a linear matrix inequality (LMI) approach. Based on the homeomorphic mapping theorem, the quaternion matrix theorem and the Lya...

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Detalles Bibliográficos

Principais autores:	Xiaofeng Chen, Lianjie Li, Zhongshan Li
Formato:	Artigo
Idioma:	Inglês
Publicado:	SpringerOpen 2018-04-01
Series:	Advances in Difference Equations
Assuntos:	Quaternion-valued neural networks Delay effects Global robust stability Linear matrix inequality Modulus inequality technique
Acceso en liña:	http://link.springer.com/article/10.1186/s13662-018-1585-z
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