Question: In a Convolutional Neural Network ( CNN ) , what are the roles of convolutional layers? Question 5 options: To apply non - linear transformations

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

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