Exponential Stability for Discrete-Time Stochastic BAM Neural Networks with Discrete and Distributed Delays

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Robust exponential stability for uncertain stochastic neural networks with discrete and distributed time-varying delays

This Letter deals with the problem of delay-dependent robust exponential stability in mean square for a class of uncertain stochastic Hopfield neural networks with discrete and distributed time-varying delays. Based on Lyapunov–Krasovskii functional and the stochastic stability theory, delay-dependent stability criteria are obtained in terms of linear matrix inequalities (LMIs). Because of intr...

متن کامل

Delay-Dependent Exponential Stability of Discrete-Time BAM Neural Networks with Time Varying Delays

This paper considers the delay-dependent exponential stability for discrete-time BAM neural networks with time-varying delays. By constructing the new Lyapunov functional, the improved delay-dependent exponential stability criterion is derived in terms of linear matrix inequality LMI . Moreover, in order to reduce the conservativeness, some slack matrices are introduced in this paper. Two numer...

متن کامل

Robust stability of discrete-time uncertain stochastic BAM neural networks with time-varying delays

Corresponding author. Address: Department of Mathematics, Chongqing Jiaotong University, Chongqing, 400074, P. R. China. E-mail address: [email protected] (Q.Song). This work was jointly supported by the National Natural Science Foundation of China under Grant 10772152, and the Scientific Research Fund of Chongqing Municipal Education Commission under Grant KJ070401. Robust stability of discr...

متن کامل

New Robust Stability Criteria for Uncertain Neutral Time-Delay Systems With Discrete and Distributed Delays

In this study, delay-dependent robust stability problem is investigated for uncertain neutral systems with discrete and distributed delays. By constructing an augmented Lyapunov-Krasovskii functional involving triple integral terms and taking into account the relationships between the different delays, new less conservative stability and robust stability criteria are established first using the...

متن کامل

Exponential stability for uncertain cellular neural networks with discrete and distributed time-varying delays

In this paper, the problem of exponential stability of uncertain cellular neural networks with discrete and distribute time-varying delays is considered. Based on the Lyapunov function method and convex optimization approach, a new delay-dependent stability criterion with an exponential convergence rate is derived in terms of LMI (linear matrix inequality). Three numerical examples are given to...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: ISRN Discrete Mathematics

سال: 2011

ISSN: 2090-7788

DOI: 10.5402/2011/153409