Some research has demonstrated that, whilst the average female and male are of equal intelligence, male intelligence is more platykurtic. As such, both of the extremes are comprised mainly of men - in other words, both the very least and very most intelligent people are likely to be men. Perhaps it is these most intelligent men that are innovative.
This theory, however, is contested.