A student is designing a model and mentions Sparse coding. Which interpretation is most accurate? Focus on the most precise definition.

Correct Answer: C

Sparse coding encourages representations where only a small number of units are active

The correct answer is sparse coding encourages representations where only a small number of units are active. This matches the Deep Learning course topic: Sparse coding.