Generalized stability conditions for coupled neural networks with delay feedbacks

Abstract

We present a generalization of the existing models of delayed neural networks (DNNs) with positive delay feedback. A generalized criterion for stability of the system of delay differential equations (DDEs), which governs the dynamics of DNNs, around the trivial local equilibrium is also provided.

Keywords

• Applied mathematics
• Computational mathematics
• Mathematical biosciences
• Neuroscience
• Nonlinear physics