Question: In a Convolutional Neural Network ( CNN ) , what are the roles of convolutional layers? ( Multi - Choice ) Options: a . To

In a Convolutional Neural Network (CNN), what are the roles of convolutional layers? (Multi-Choice)
Options:
a. To fully connect each neuron to every input pixel
b. To apply non-linear transformations to the input
c. To reduce the spatial dimensions of the input
d. To pool features across different regions
e. To detect local features in input data using learned filters

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