University of Sistan and BaluchestanIranian Journal of Fuzzy Systems1735-065415420180830FINITE-TIME PASSIVITY OF DISCRETE-TIME T-S FUZZY NEURAL NETWORKS WITH TIME-VARYING DELAYS93107411710.22111/ijfs.2018.4117ENM. Syed AliDepartment of Mathematics,, Thiruvalluvar University,, Vellore632115, Tamil Nadu, IndiaK. MeenakshiDepartment of Mathematics,, Thiruvalluvar University,, Vellore632115, Tamil Nadu, IndiaN. GunasekaranDepartment of Mathematics, Thiruvalluvar University, Vellore632115, Tamil Nadu, IndiaM. UshaDepartment of Mathematics, Thiruvalluvar University, Vellore-632115,
Tamil Nadu, IndiaJournal Article20170204This paper focuses on the problem of finite-time boundedness and finite-time passivity of discrete-time T-S fuzzy neural networks with time-varying delays. A suitable Lyapunov--Krasovskii functional(LKF) is established to derive sufficient condition for finite-time passivity of discrete-time T-S fuzzy neural networks. The dynamical system is transformed into a T-S fuzzy model with uncertain parameters. Furthermore, the obtained passivity criteria is established in terms of Linear matrix inequality (LMI), which can be easily checked by using the efficient MATLAB LMI toolbox. Finally, some numerical cases are given to illustrate the effectiveness of the proposed approach.http://ijfs.usb.ac.ir/article_4117_d548e40fa794cd0094ef89089474423c.pdf