Deriving sufficient conditions for global asymptotic stability of delayed neural networks via nonsmooth analysis

IEEE Transactions on Neural Networks

Volumn 15, Issue 1, 2004, Pages 99-109

  Qi, Houduo ^a   Qi, Liqun ^b  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

Equilibrium point; Generalized Jacobian; Global asymptotic stability (GAS); Homeomorphism; Invertibility; Lyapunov functions; Neural networks (NNs); Nonsingularity; Spectral norm; Spectral radius

Indexed keywords

ASYMPTOTIC STABILITY; COMPUTER SIMULATION; DIFFERENTIAL EQUATIONS; LYAPUNOV METHODS; RELIABILITY; SYSTEMS ANALYSIS; VECTORS;

DELAYED FEEDBACK MATRIX; DELAYED NEURAL NETWORKS; GLOBAL ASYMPTOTIC STABILITY; HOMEOMORPHISM; NONSMOOTH ANALYSIS;

NEURAL NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK;

NEURAL NETWORKS (COMPUTER);

EID: 1242308790     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2003.820836     Document Type: Article

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