New criteria of stability analysis for generalized neural networks subject to time-varying delayed signals

• Published in: Applied mathematics and computation Vol. 314; pp. 322 - 333
• Main Authors: Wang, Bo, Yan, Juan, Cheng, Jun, Zhong, Shouming
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.12.2017
• Subjects: Generalized neural networks; Less conservative; Linear matrix inequality; Stability analysis; Time-varying delay; Linear matrix inequality; Less conservative; Stability analysis; Generalized neural networks; Time-varying delay

This paper focuses on the new criteria of stability analysis for generalized neural networks (GNNs) subject to time-varying delayed signals. A new methodology is employed with the aids of slack variables. By constructing an augmented Lyapunov–Krasovskii functional (LKF) involving Newton–Leibniz enum...