Deep Learning uses a Neural Network to imitate animal intelligence. There are three types of layers of neurons in a neural network: the Input Layer, the Hidden Layer(s), and the Output Layer. ... Neurons apply an Activation Function on the data to “standardize” the output coming out of the neuron.