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

A. Sparse coding removes the need for input data B. Sparse coding is only a file I/O technique C. Sparse coding encourages representations where only a small number of units are active D. Sparse coding forces every hidden unit to be active