Stability Analysis of Fractional-order Neural Networks with Delays Based on LMI

In this paper, the uniform stability of Caputo fractional-order neural networks with discrete delay or distributed delay is studied. A suitable quadratic Lyapunov function and a convex Lyapunov function with an appropriate variable upper limit integral term are constructed, respectively. Based on the activation function’s information, the fractional-order Lyapunov direct method and fractional-orde...