Question: What is the role of the fully connected layer in a CNN?

Options:

1. To perform convolution operations
2. To reduce dimensionality
3. To connect every neuron in one layer to every neuron in the next layer
4. To apply pooling

Correct Answer: To connect every neuron in one layer to every neuron in the next layer

Solution:

The fully connected layer connects every neuron in one layer to every neuron in the next layer, allowing for integration of features learned by previous layers.