In a Convolutional Neural Network $($CNN$),$ what are the roles of convolutional layers?

Question $5$ options:

To apply non$-$linear transformations to the input

To pool features across different regions

To detect local features in input data using learned filters

To reduce the spatial dimensions of the input

To fully connect each neuron to every input pixel