caa a22 4500 445361840 CHVBK 20180317142917.0 cr unu---uuuuu 170323e20111201xx s 000 0 eng 10.1007/s11071-010-9926-9 doi (NATIONALLICENCE)springer-10.1007/s11071-010-9926-9 Robust exponential stability for interval neural networks with delays and non-Lipschitz activation functions [Elektronische Daten] [Huaiqin Wu, Feng Tao, Leijie Qin, Rui Shi, Lijun He] In this paper, the global robust exponential stability of interval neural networks with delays and inverse Hölder neuron activation functions is considered. By using linear matrix inequality (LMI) techniques and Brouwer degree properties, the existence and uniqueness of the equilibrium point are proved. By applying Lyapunov functional approach, a sufficient condition which ensures that the network is globally robustly exponentially stable is established. A numerical example is provided to demonstrate the validity of the theoretical results. Springer Science+Business Media B.V., 2011 Neural networks nationallicence Inverse Hölder activation functions nationallicence Global robust stability nationallicence Brouwer degree nationallicence Linear matrix inequality nationallicence Wu Huaiqin Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut Tao Feng Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut Qin Leijie Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut Shi Rui Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut He Lijun Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut Nonlinear Dynamics Springer Netherlands 66/4(2011-12-01), 479-487 0924-090X 66:4<479 2011 66 11071 https://doi.org/10.1007/s11071-010-9926-9 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11071-010-9926-9 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Wu Huaiqin Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut NATIONALLICENCE 700 1- Tao Feng Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut NATIONALLICENCE 700 1- Qin Leijie Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut NATIONALLICENCE 700 1- Shi Rui Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut NATIONALLICENCE 700 1- He Lijun Department of Applied Mathematics, Yanshan University, 066001, Qinhuangdao, China aut NATIONALLICENCE 773 0- Nonlinear Dynamics Springer Netherlands 66/4(2011-12-01), 479-487 0924-090X 66:4<479 2011 66 11071 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer