Existence and Global Exponential Stability of Almost Periodic Solutions for SICNNs with Nonlinear Behaved Functions and Mixed Delays

Abstract EN

By using the Leray-Schauder fixed point theorem and differential inequality techniques,several new sufficient conditions are obtained for the existence and global exponentialstability of almost periodic solutions for shunting inhibitory cellular neural networks withdiscrete and distributed delays.

The model in this paper possesses two characters: nonlinearbehaved functions and all coefficients are time varying.

Hence, our model is general andapplicable to many known models.

Moreover, our main results are also general and can beeasily deduced to many simple cases, including some existing results.

An example and itssimulation are employed to illustrate our feasible results.