Title :
On Passivity Analysis of Bi-directional Associative Memory Neural Networks with Time Delay
Author :
Lou, X.Y. ; Cui, B.T. ; Shen, Y.X.
Author_Institution :
Res. Center of Control Sci. & Eng., Southern Yangtze Univ.
Abstract :
The passivity conditions for bi-directional associative memory neural networks with time-varying delays and uncertainties are considered in this paper. We firstly derive the passivity condition for bi-directional associative memory neural networks with constant time delay, and then extend the result to the case with time-varying delays and uncertainties. Based on Lyapunov functionals and linear matrix inequalities, the passivity conditions are presented. The results obtained in this paper improve and extend some of the previous results
Keywords :
Lyapunov matrix equations; delays; linear matrix inequalities; neurocontrollers; Lyapunov functionals; bidirectional associative memory neural networks; linear matrix inequalities; passivity analysis; time-varying delays; Associative memory; Bidirectional control; Circuit stability; Delay effects; Linear matrix inequalities; Magnesium compounds; Neural networks; Stability analysis; Symmetric matrices; Uncertainty;
Conference_Titel :
Industrial Electronics and Applications, 2006 1ST IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
0-7803-9513-1
Electronic_ISBN :
0-7803-9514-X
DOI :
10.1109/ICIEA.2006.257141
