The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
This paper investigates the passivity problem for uncertain neural networks with time-varying delays. By constructing proper Lyapunov functionals and using some analytic techniques, a new condition is given to ensure the passivity of the uncertain neural networks with time-varying delays. The passivity condition is expressed in terms of linear matrix inequality (LMI), which can be easily solved by...
A synthesis method for the complex-valued Hopfield network functioned as an associate memory is introduced. Our aim is to guarantee the stored complex-valued patterns are asymptotically stable equilibrium points of the network in the given attractive domain. To this aim we firstly utilize equilibrium equations and Pseudoinverse calculation to obtain the relationship between time constant and connection...
This paper deals with the problem of robust stability for fuzzy bi-directional associative memory (BAM) neural networks with time-varying interval delays. Here the delays are assumed be in given ranges. By constructing new Lyapunov-Krasovskii functional, stability conditions which are dependent on the upper and lower bounds of the delays, are given in term of linear matrix inequalities (LMIs). A numerical...
This paper investigates stability for systems with practical levels of complexity including nonlinearities, large-scale interconnections, time-delays, uncertainty and heterogeneous signals, in this case chosen to be impulses in continuous-time. More precisely, the results give robust global exponential stability (RGES) for complex impulsive dynamical systems. By utilizing Lyapunov function and Lyapunov-Krasovskii...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.