Task 2

Which of the following statements is TRUE?

  1. The kernel or mask of a Convolutional layer is the distance between adjacent receptive fields in a specific direction (horizontal or vertical).
  2. Average pooling is a Convolution operation where all neurons have trainable weights.
  3. A Convolutional layer can have more than one feature maps.
  4. Two neurons A, B within a Convolutional feature map have different weights wA ≠ wB.

[Total 3 marks]