The minimum for a committee is 2 members, although most people think 2 is unsatisfactory, since it means that the chair can always decide the result of any vote. At least 3 is preferable.
There is no maximum, although an argument has been made that a committee cannot include all councillors, because it then becomes a meeting of the council.