Brain size does not determine intelligence. Neanderthals actually had slightly larger brains on average than modern humans. What appears to matter more than total brain size is the structure, connectivity, and efficiency of the neural networks within the brain. The relationship between brain anatomy and intelligence is far more complex than early scientists assumed.