ROBUST STABILITY OF UNCERTAIN HOPFIELD NEURAL NETWORKS WITH PROPORTIONAL DELAYS
DOI: 10.18173/2354-1059.2024-0031
Keywords:
Robust stability, homeomorphism mapping, interval matrices
Abstract
The problem of robust stability is investigated for a class of uncertainHopfield-type neural networks with proportional delays. The existence anduniqueness of an equilibrium is first established using the homeomorphic mappingtheorem. Then, by employing a modified Lyapunov–Krasovskii functional, a newcriterion for the global asymptotic stability of an equilibrium point of the system isformulated
điểm /
đánh giá
Published
2025-01-21
Section
ARTICLES