Exponential Stabilization of Neutral‐Type Neural Networks with Interval Nondifferentiable and Distributed Time‐Varying Delays
Wajaree Weera, Piyapong Niamsup · Abstract and Applied Analysis · 2012
The problem of exponential stabilization of neutral‐type neural networks with various activation functions and interval nondifferentiable and distributed time‐varying delays is considered. The interval time‐varying delay function is not required to be differentiable. By employing new and improved Lyapunov‐Krasovskii functional combined with Leibniz‐Newton’s formula, the stabilizability criteria are formulated in terms of a linear matrix inequalities. Numerical examples are given to illustrate and show the effectiveness of the obtained results.