The biggest predictor of intelligence in the animal kingdom is the surface area of brain tissue, not size. You get more surface area by having more folds and bumps (sulci and gyri) on your brain.
Brains are made of neurons and neurons are organized into two types of brain tissue - gray and white matter. Gray matter is where the cell bodies are located, and white matter is where all their connections (axons) are located. Gray matter tends to be found on the surface of all these sulci and gyri, while white matter is located underneath this layer. More surface area = more efficiently connected brain cells.
I don't know of any literature looking at human intelligence related to folds and bumps, but that's not what I studied in graduate school. You have to be careful when looking at the older literature on intelligence because it was fairly prejudiced and designed to prove old ideas of race theory.