It's better to wait for multiple, large randomized controlled trials to be performed before making claims about improved brain function.
But maybe, for now, we can eat more chocolate for another ~proven benefit: "Flavanol-rich chocolate and cocoa products may have a small but statistically significant effect in lowering blood pressure.."
http://www.cochrane.org/CD008893/HTN_effect-of-cocoa-on-bloo...