A mammoth study involving 1.2 million Swedish men determined that the better the cardiovascular fitness level at age 18, the better the cognitive function throughout adulthood.  In this study, there was no relationship between muscle strength at age 18 and future intelligence scores. (Proceedings of the National Academy of Sciences Online, December 2009