The stability analysis of global asymptotic stability of neural networks of neutral type with both discrete interval delays and general activation functions is discussed. New delay-dependent conditions are obtained by using more general Lyapunov-Krasovskii functionals. Meanwhile, these conditions are expressed in terms of a linear matrix inequality (LMI) and can be verified using the MATLAB LMI toolbox. Numerical examples are used to illustrate the effectiveness of the proposed approach.
"New LMI-Based Conditions on Neural Networks of Neutral Type with Discrete Interval Delays and General Activation Functions." Abstr. Appl. Anal. 2012 (SI04) 1 - 14, 2012. https://doi.org/10.1155/2012/306583