A nonlinear version of Halanay inequality and application to neural networks theory
Nasser‐eddine Tatar · Journal of Mathematical Inequalities · 2020
We establish an exponential stability result for a delayed Hopfield neural network. This is proved in case one or more of the activation functions fails to satisfy the standard Lipschitz continuity condition. We use a nonlinear version of Halanay inequality, which we prove here.