ABSTRACT

In this chapter, a new approach to achieve output synchronization for uncertain complex networks with non-identical nodes using neural sliding-mode pinning control is introduced. The control scheme is composed by an on-line identifier based on a recurrent high-order neural network, and a sliding-mode controller, where the former is used to build an on-line model for the unknown dynamics, and the latter to force the unknown node dynamics to achieve output synchronization.