Design of H∞ control of neural networks with time-varying delays

• Published in: Neural computing & applications Vol. 22; no. Suppl 1; pp. 323 - 331
• Main Authors: Phat, V. N., Trinh, H.
• Format: Journal Article
• Language: English
• Published: London Springer-Verlag 01.05.2013
• Subjects: Artificial Intelligence; Computational Biology/Bioinformatics; Computational Science and Engineering; Computer Science; Data Mining and Knowledge Discovery; Image Processing and Computer Vision; Original Article; Probability and Statistics in Computer Science; Time-delay systems; control; Linear matrix inequalities; Neural networks; Stabilization; Lyapunov function

This paper deals with the H ∞ control problem of neural networks with time-varying delays. The system under consideration is subject to time-varying delays and various activation functions. Based on constructing some suitable Lyapunov–Krasovskii functionals, we establish new sufficient conditions fo...