Cross Validation generates indices for training and testing data. The indices genereted for training can be used to train the network (trainNetwork). Validation of the network can be done from indices generated for testing.
So to do cross validation for a network. first create testing and training data using Cross Validation , train your model using trainNetwork and then test it.