Study on global exponential stability of neural networks and its convergence estimate

Zhang Jiye, Yang Yiren, Global stability analysis of bi-directional associative memory neural networks with time delay [J], International Journal of Circuit Theory and Application, 2001,29(3), 185-196.[2]Qiao Hong, Peng Jigen, Xu Zong-Ben, Nonlinear measures: a new approach to exponential stability analysis for Hopfield-type neural networks [J], IEEE Trans. on Neural Networks, 2001,12(2), 360-370.[3]M. Forti, A. Tesi, New conditions for global stability of neural networks with application to linear and quadratic programming problems [J], IEEE Trans. on Circuits and Systems-I, 1995, 42(7),354-366.[4]Liang Xue-Bin, Si Jennie, Global exponential stability of neural networks with globally Lipschitz continuous activations and its application to linear variational inequality problem [J], IEEE Trans.on Neural Networks, 2001, 12(2), 349-359.[5]Chen Tianping, Amari Shun Ichi, Stability of asymmetric Hopfield networks [J], IEEE Trans.[J]. on Neural Networks.2001,12:159-[6]廖晓昕,Hopfield神经网络的稳定性[J],中国科学(A),1993,23(10),1025-1035.[7]梁学斌,吴立德,Hopfield型神经网络的全局指数稳定性及其应用[J],中国科学(A),1995,25(5),523-532.[8]梁学斌,吴立德,连续反馈联想记忆的吸引域和指数收敛速度的估计及其应用[J],电子科学学刊,1996,18(1),1-6.[9]梁学斌,吴立德,Hopfield连续联想记忆的吸引域和指数收敛速度的估计及其应用[J],电子学报,1996,24(1),40-43.[10]周冬明,曹进德,李继彬,连续反馈联想记忆的吸引域和指数收敛速度的估计[J],应用数学和力学,2001,23(3),275-279.[11]张强,许进,细胞神经网络的全局指数稳定性[J],电子科学学刊,2000,22(5),434-438. ［12］Liang Xue-Bin, Wang Jun, An additive diagonal-stability condition for absolute exponential stability of a general class of neural networks[J], IEEE Trans. on Circuits and Systems-I, 2001,48(11), 1308-1317.[12]舒仲周,张继业,曹登庆,运动稳定性[M],北京,中国铁道出版社,2001,202-215.[13]D. Hershkowitz, Recent directions in matrix stability [J], Linear Algebra and Its Applications,July 1, 1992, Vol.171, 161-186.