Interval time-varying delay stability for neural networks

• Published in: Neurocomputing (Amsterdam) Vol. 73; no. 13; pp. 2789 - 2792
• Main Authors: Souza, Fernando de Oliveira, Palhares, Reinaldo Martinez
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.08.2010
• Subjects: Interval time-delay; Neural networks; Stability analysis; Neural networks; Stability analysis; Interval time-delay

This paper presents a new linear matrix inequality (LMI) stability criterion for continuous-time artificial neural networks (ANN) with interval time-varying delay. The varying-time delay is taken as composition of a nominal positive value subject to a time-varying perturbation. The methodology is ba...