Which of the following statements about the architecture of a neural network is NOT true?

Group of answer choices

A "deep learning" model refers to a neural network with multiple hidden layers.

In many business applications, a neural network has a single hidden layer of $5$ to $100$ neurons.

The number of neurons in the input layer typically corresponds to the number of variables under consideration.

The output layer of a neural network cannot be more than one neuron.