Intuition for multiple temporal dimensions

Several authors (in particular Itzhak Bars) have written papers about two-time-physics that should help build intuition for the topic.

Infinitely many 'times' appear in integrable systems.

F-Theory, which is a 12 dimensional theory, has been described as having extra temporal dimensions, however see Wikipedia.