Certified Nephrology Nurse Exam

Which of the following best describes the role of the convolutional layer in a CNN?

To flatten the multi-dimensional feature maps into a one-dimensional vector. To apply a set of learnable filters to the input data to create feature maps. To reduce the number of parameters in the network through downsampling. To classify the input by connecting every neuron from the previous layer.

Correct Answer:

To apply a set of learnable filters to the input data to create feature maps.

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