Which classifier do you expect to perform better, and why?

We apply a neural network with multiple hidden layers and a Perceptron to the classication problem consisting of the labeled points shown in the gure below. Which classier do you expect to perform better, and why? You must provide reason(s) to back up your answer. Feature 2 Feature 1