Consider the following network. There are four inputs with real values. Each input is connected to each of two perceptrons on the first layer that do not take thresholds but simply output the sum of the weighted products of their inputs.

Each of these perceptrons is connected to an output threshold unit. Show that this network is equivalent to a network with a single unit, which is a threshold perceptron unit.