Topology Identification of Multiple Output Coupled Neural Networks with and without Parameter Uncertainties

This paper concentrates on the research of the topology identification problem for coupled neural networks with multiple output couplings (CNNMOCs). Based on the designed adaptive state feedback controller and coupling weight adjustment scheme, a topology identification criterion is presented. Furthermore, the case that the parameter uncertainties occur in individual neural network is also discussed. Lastly, two numerical examples are provided to demonstrate the validity of the proposed criteria.