Title :
Stability analysis of impulsive stochastic neural networks with reaction-diffusion terms
Author :
Zhang, Yutian ; Luo, Qi
Author_Institution :
Coll. of Math. & Phys., Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
Abstract :
In this paper, we consider a class of impulsive stochastic neural networks with reaction-diffusion terms. By Lyapunov function and stochastic analysis, we find some sufficient conditions ensuring the globally exponential stability in mean biquadrate. Two illustrative examples have been provided to show the effectiveness of our results.
Keywords :
Lyapunov methods; asymptotic stability; neural nets; reaction-diffusion systems; stochastic processes; Lyapunov function; globally exponential stability; impulsive stochastic neural network; mean biquadrate; reaction diffusion term;
Conference_Titel :
Information Science and Technology (ICIST), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9440-8
DOI :
10.1109/ICIST.2011.5765218
