As you've tagged jQuery I guess you're after a non CSS solution? If so then you can use something like the below to achieve a fade in effect.
$('#menuItem').hover(function(){
$('.itemToFade').fadeIn();
},
function{
$('.itemToFade').fadeOut();
});