Global exponential stability in Lagrange sense for recurrent neural networks with both time-varying delays and general activation functions via LMI approach

Nonlinear Analysis: Real World Applications

Volumn 12, Issue 4, 2011, Pages 2174-2182

  Tu, Zhengwen ^a   Jian, Jigui ^a   Wang, Kang ^a  

^a CHINA THREE GORGES UNIVERSITY   (China)

Author keywords

Globally exponentially attractive set; Halanay delay differential inequality; Lagrange exponential stability; LMI approach; Neural network

Indexed keywords

ACTIVATION FUNCTIONS; ALGEBRAIC CRITERION; DELAY DIFFERENTIAL INEQUALITY; GLOBAL EXPONENTIAL STABILITY; GLOBALLY EXPONENTIALLY ATTRACTIVE SET; HALANAY DELAY DIFFERENTIAL INEQUALITY; LAGRANGE; LMI APPROACH; TIME-VARYING DELAY;

EXPONENTIAL FUNCTIONS; LAGRANGE MULTIPLIERS; LINEAR MATRIX INEQUALITIES; LYAPUNOV FUNCTIONS; TIME VARYING CONTROL SYSTEMS; TIME VARYING NETWORKS;

RECURRENT NEURAL NETWORKS;

EID: 79955523951     PISSN: 14681218     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.nonrwa.2010.12.031     Document Type: Article

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