This is responsible for the other accordion to toggle :
if ((checkElement.is('ul')) && (!checkElement.is(':visible'))) {
$('#accordionmenu ul ul:visible').slideUp('normal');
checkElement.slideDown('normal');
}
By commenting the line $('#accordionmenu ul ul:visible').slideUp('normal');
. Everything work like you want.