Novel Global Exponential Stability Criterion for Recurrent Neural Networks with Time-Varying Delay
نویسندگان
چکیده
منابع مشابه
Novel Global Exponential Stability Criterion for Recurrent Neural Networks with Time-Varying Delay
and Applied Analysis 3 say, there is a parameter sequence (ρ 1 , . . . , ρ K ), which satisfies the following conditions: 0 < ρ 1 τ (t) < ρ2τ (t) < ⋅ ⋅ ⋅ < ρKτ (t) < τ (t) , 0 ≤ ρ i ̇ τ (t) ≤ ρiμ, (9) where ρ i ∈ (0, 1), i = 1, 2, . . . , K, K is positive integer. Utilizing the useful information ofK+1 dynamical subintervals, a novel LKF is constructed, and then a newly LMIbased delay-dependent ...
متن کاملGlobal Exponential Stability of Recurrent Neural Networks with Time-Varying Delay
This paper presents new theoretical results on the global exponential stability of recurrent neural networks with bounded activation functions and bounded time-varying delays in the presence of strong external stimuli. It is shown that the Cohen-Grossberg neural network is globally exponentially stable, if the absolute value of the input vector exceeds a criterion. As special cases, the Hopfiel...
متن کاملLMI-based Delay-dependent Global Exponential Stability for Cellular Neural Networks with Time-varying Delay
Department of Electrical Engineering, National SunYat-Sen University, Kaohsiung, Taiwan 804, R.O.C. Email: [email protected] Department of Marine Engineering, National Kaohsiung Marine University, Kaohsiung, Taiwan 811, R.O.C. Email: [email protected] Abstract The global exponential stability for a class of delayed cellular neural networks (DCNN) with time-varying delay is c...
متن کاملDelay-Dependent Exponential Stability Criterion for BAM Neural Networks with Time-Varying Delays
⎯By employing the Lyapunov stability theory and linear matrix inequality (LMI) technique, delaydependent stability criterion is derived to ensure the exponential stability of bi-directional associative memory (BAM) neural networks with time-varying delays. The proposed condition can be checked easily by LMI control toolbox in Matlab. A numerical example is given to demonstrate the effectiveness...
متن کاملAn Algebraic Criterion for Global Exponential Stability of Cohen-Grossberg Neural Networks with Time-varying Delays
Xinyuan Liang College of Computer Science Chongqing Technology and Business University Chongqing , P R China [email protected] Tian Wang College of Computer Science Chongqing Technology and Business University Chongqing , P R China [email protected] Zhengxia Wang School of Science Chongqing Jiaotong University Chongqing , P R China [email protected] Haixia Wu Department of Computer and Modern Educati...
متن کاملذخیره 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: Abstract and Applied Analysis
سال: 2013
ISSN: 1085-3375,1687-0409
DOI: 10.1155/2013/540951