Title :
Stability Analysis of Stochastic Fuzzy Recurrent Neural Networks with Time-Varying Delays
Author :
Wan, Li ; Qinghua Zhou
Author_Institution :
Dept. of Math. & Phys., Wuhan Univ. of Sci. & Eng., Wuhan, China
Abstract :
The stability of stochastic fuzzy recurrent neural networks with time-varying delays is investigated. Without requiring the delay functions are differential, the sufficient conditions are derived to guarantee the mean square exponential stability of an equilibrium solution.
Keywords :
asymptotic stability; delays; neurocontrollers; recurrent neural nets; stochastic systems; mean square exponential stability; stability analysis; stochastic fuzzy recurrent neural networks; time-varying delays; Delay; Fuzzy logic; Fuzzy neural networks; Mathematics; Neurotransmitters; Recurrent neural networks; Stability analysis; State feedback; Stochastic processes; Sufficient conditions;
Conference_Titel :
Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3835-8
Electronic_ISBN :
978-0-7695-3816-7
DOI :
10.1109/AICI.2009.115
