Finite-Time Stability of a Class of CNNs with Heterogeneous Proportional Delays and Oscillating Leakage Coefficients

摘要

The paper is concerned with the finite-time stability for a class of non-autonomous cellular neural networks with heterogeneous proportional delays and oscillating leakage coefficients. By employing the differential inequality techniques, we establish a novel result to ensure the finite-time stability of the addressed system. Meanwhile, the generalized exponential synchronization is also established. Our approach handles particular cases which were not considered in some early relevant results. An example along with its numerical simulation is presented to demonstrate the validity of the proposed result.