Global exponential stability and global convergence in finite time of neural networks with discontinuous activations

Neural Processing Letters

Volumn 29, Issue 3, 2009, Pages 189-204

  Qin, Sitian ^a   Xue, Xiaoping ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Convergence in finite time; Delayed neural networks; Global exponential stability; Lyapunov function; Topological degree theory

Indexed keywords

ARBITRARY CONSTANTS; CONVERGENCE IN FINITE TIME; DELAYED NEURAL NETWORKS; EXPONENTIAL CONVERGENCE RATE; GENERAL CLASS; GLOBAL CONVERGENCE; GLOBAL EXPONENTIAL STABILITY; LYAPUNOV FUNCTIONAL METHOD; SUFFICIENT CONDITIONS; TOPOLOGICAL DEGREE THEORY; UNBOUNDED FUNCTIONS;

DIFFERENTIAL EQUATIONS; INITIAL VALUE PROBLEMS; LYAPUNOV FUNCTIONS; TIME VARYING NETWORKS; TOPOLOGY;

NEURAL NETWORKS;

EID: 67649088057     PISSN: 13704621     EISSN: 1573773X     Source Type: Journal    
DOI: 10.1007/s11063-009-9103-7     Document Type: Article

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