Stability analysis of delayed neural network using new delay-product based functionals

• Published in: Neurocomputing (Amsterdam) Vol. 417; pp. 106 - 113
• Main Authors: Mahto, Sharat Chandra, Ghosh, Sandip, Saket, R.K., Nagar, Shyam Krishna
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 05.12.2020
• Subjects: Delay-product functionals; Delayed neural network; Linear matrix inequality; Stability analysis; Time varying delay; Linear matrix inequality; Delay-product functionals; Stability analysis; Time varying delay; Delayed neural network

This paper concerns with stability analysis of neural networks with time varying delay. Two new delay-product type functionals (DPFs) are developed by introducing new states in the augmented vector of delay-product term. Then using these DPFs, two new Lyapunov-Krasovskii functionals (LKFs) are const...