A Delay Composition Approach to Stability Analysis of Neural Networks with Time-Varying Delay

This paper studies the asymptotical stability for a class of neural networks (NNs) with time-varying delay. Under weaker assumptions on the activation functions, by defining a more general type of Lyapunov functionals and using a delay decomposition method and employing a new convex combination technique, a new less conservative stability criterion are… CONTINUE READING