Multiclass perceptrons offer a natural extension on the multi-course difficulty. Instead of just having a single neuron from the output layer, with binary output, one might have N binary neurons bringing about multi-class classification. In practice, the last layer of the neural network will likely be a softmax operate layer, that is the algebraic