TY - GEN
T1 - A new delay-dependent approach to robust stability for uncertain hybrid bidirectional associative memory neural networks with time-varying delays
AU - Lu, Chien-Yu
AU - Su, Te Jen
AU - Shyr, Wen-Jye
PY - 2006/12/1
Y1 - 2006/12/1
N2 - This paper considers the problem of global robust stability analysis for a class of bidirectional associative memory time-varying delayed neural networks with norm-bounded time-varying parameter uncertainties. The activation functions are assumed to be globally Lipschitz continuous. Globally delay-dependent robust stability criteria are derived in the form of linear matrix inequalities by introducing some relaxation matrices which can be chosen properly to lead to a less conservative result. Numerical examples are given to illustrate the significant improvement on the conservativeness of the delay bound over some reported results in the literature.
AB - This paper considers the problem of global robust stability analysis for a class of bidirectional associative memory time-varying delayed neural networks with norm-bounded time-varying parameter uncertainties. The activation functions are assumed to be globally Lipschitz continuous. Globally delay-dependent robust stability criteria are derived in the form of linear matrix inequalities by introducing some relaxation matrices which can be chosen properly to lead to a less conservative result. Numerical examples are given to illustrate the significant improvement on the conservativeness of the delay bound over some reported results in the literature.
UR - http://www.scopus.com/inward/record.url?scp=45849090395&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=45849090395&partnerID=8YFLogxK
U2 - 10.1109/ICICIC.2006.13
DO - 10.1109/ICICIC.2006.13
M3 - Conference contribution
AN - SCOPUS:45849090395
SN - 0769526160
SN - 9780769526164
T3 - First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06
SP - 591
EP - 594
BT - First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06
T2 - 1st International Conference on Innovative Computing, Information and Control 2006, ICICIC'06
Y2 - 30 August 2006 through 1 September 2006
ER -