What does a hidden unit in a neural network do to its inputs?

O Averages all the inputs and sends the average as the output

O Selects only a subset of its inputs based on a threshold

O Applies a linear t ransformation $($weighted sum$)$ and then a non$-$linear activation function

O Simply passes the inputs through without any modification